| Learning Spatially Adaptive l1-Norms Weights for Convolutional Synthesis Regularization | 2025 | A Kofler
L Calatroni
C Kolbitsch
K Papafitsoros | ArXiv Preprint |
| Say My Name: a Model’s Bias Discovery Framework | 2025 | C Fantasia
L Calatroni
X Descombes
R Rekik | ArXiv Preprint |
| Box-constrained L0 Bregman-relaxations | 2025 | M Essafri
L Calatroni
E Soubies | ArXiv Preprint |
| Q-Learning to navigate turbulence without a map | 2024 | M Rando
M James
A Verri
L Rosasco
A Seminara | ArXiv Preprint |
| Exact continuous relaxations of l0-regularized criteria with non-quadratic data terms | 2024 | M Essafri
L Calatroni
E Soubies | HAL |
| Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy | 2024 | S Bonettini
L Calatroni
D Pezzi
M Prato | ArXiv Preprint |
| Assumption violations in causal discovery and the robustness of score matching | 2024 | Montagna
Francesco; Mastakouri Atalanti
A.; Eulig
Elias; Noceti
Nicoletta; Rosasco
Lorenzo; Janzing
Dominik; Aragam
Bryon; Locatello
Francesco | Advances in Neural Information Processing Systems |
| Alessandro De Gloria, a Pioneer in Electronic Engineering Applications | 2024 | Bellotti
F.; Bricco
E.; Bruzzone
A.; Caviglia
D.; Di Zitti
E.; Gastaldo
P.; Grosso
D.; Magnani
L.; Olivieri
M.; Raggio
M.; Valle
M.; Verri
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Anqing; Batzianoulis
Iason; Camoriano
Raffaello; Rosasco
Lorenzo; Pucci
Daniele; Billard
Aude | THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH |
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Sara; Turrisi
Rosanna; Chiarella
Lorenzo; Consales
Alessandro; Tassi
Laura; Mai
Roberto; Nobili
Lino; Barla
Annalisa; Arnulfo
Gabriele | SCIENTIFIC REPORTS |
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M.; Odone
F.; Pastore
V. P. | FRONTIERS IN MARINE SCIENCE |
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Luca Molinaro
Carlo Alberto Barbano
Attilio Fiandrotti
Vittorio Murino
Vito Paolo Pastore
Enzo Tartaglione | ArXiv Preprint |
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Federico; Noceti
Nicoletta; Odone
Francesca | COMPUTER VISION AND IMAGE UNDERSTANDING |
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Antoine Chatalic
Adrià Colomé
Cesare Molinari
Carlos Ocampo-Martinez
Carme Torras
Lorenzo Rosasco | ArXiv Preprint |
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Matteo Santacesaria
Francesca Odone
Vito Paolo Pastore | ArXiv Preprint |
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Silvia Villa
Federico Locardi
Anna Maria Ferretti
Alessandro Ponti
Gurvinder Singh
Gianni Barucca
Sawssen Slimani
Anna Del Tedesco
Pietro Riello
Bogdan Rutkowski
Marianna Vasilakaki
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| Self-supervised pre-training with diffusion model for few-shot landmark detection in x-ray images | 2024 | R Di Via
F Odone
VP Pastore | ArXiv Preprint |
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Nicolas; Rigolli
Nicola; Magdeleine
Maud; Hamaï
Amazigh; Seminara
Agnese; Guillaume Drin
And | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| Looking at Model Debiasing through the Lens of Anomaly Detection | 2024 | VP Pastore
M Ciranni
D Marinelli
F Odone
V Murino | ArXiv Preprint |
| Mapping the evolution of design research: a data-driven analysis of interdisciplinary trends and intellectual landscape | 2024 | A Vian
G Carella
D Pretolesi
A Barla
F Zurlo | in Gray, C., Ciliotta Chehade, E., Hekkert, P., Forlano, L., Ciuccarelli, P., Lloyd, P. (eds.), DRS2024: Boston, 23–28 June, Boston, USA |
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P. D.; Pastore
V. P.; Rosasco
L.; Odone
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| RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement Learning | 2024 | Ceola
Federico; Rosasco
Lorenzo; Natale
Lorenzo | IEEE ROBOTICS AND AUTOMATION LETTERS |
| Impact of Swimmer Dynamics on Odor Transport by Mesoscale Swimmers in Turbulent Environments | 2024 | Martin James
Francesco Viola
Agnese Seminara | EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-7549 |
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C.; Massias
M.; Rosasco
L.; Villa
S. | NUMERISCHE MATHEMATIK |
| SGD vs GD: high noise and rank shrinkage | 2024 | Mengjia Xu
Tomer Galanti
Akshay Rangamani
Lorenzo Rosasco
Andrea Pinto
Tomaso Poggio | CBMM Memo No. 144 |
| Computer vision and deep learning meet plankton: Milestones and future directions | 2024 | Ciranni
M.; Murino
V.; Odone
F.; Pastore
V. P. | IMAGE AND VISION COMPUTING |
| Neural reproducing kernel Banach spaces and representer theorems for deep networks | 2024 | F Bartolucci
E De Vito
L Rosasco
S Vigogna | ArXiv Preprint |
| A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection | 2024 | M Rando
L Demetrio
L Rosasco
F Roli | ArXiv Preprint |
| Anticipation through Head Pose Estimation: a preliminary study | 2024 | FF Tomenotti
N Noceti | ArXiv Preprint |
| GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition | 2023 | Nicora
E.; Pastore
V. P.; Noceti
N. | Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 |
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Vassilis; Molinari
Cesare; Rosasco
Lorenzo; Villa
Silvia | 2023 EUROPEAN CONTROL CONFERENCE, ECC 2023 EUROPEAN CONTROL CONFERENCE, ECC |
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A.; Barla
A.; Bozzano
R.; Pensieri
S.; Verri
A.; Solarna
D. | IEEE JOURNAL OF OCEANIC ENGINEERING |
| Inverse problems on low-dimensional manifolds | 2023 | Alberti
G.; Arroyo
A.; Santacesaria
M. | NONLINEARITY |
| Molecular tuning of sea anemone stinging | 2023 | S He
Lily; Qi
Yujia; AH Allard
Corey; A Valencia-Montoya
Wendy; P Krueger
Stephanie; Weir
Keiko; Seminara
Agnese; W Bellono
Nicholas | ELIFE |
| Implicit regularization with strongly convex bias: Stability and acceleration | 2023 | Villa
S; Matet
S; Vu
Bc; Rosasco
L | ANALYSIS AND APPLICATIONS |
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Daniele; Meanti
Giacomo; Pagliana
Nicolò; Verri
Alessandro; Mazzino
Andrea; Rosasco
Lorenzo; Seminara
Agnese | ENERGY |
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Vipul; Hemeren
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Nicoletta; Nicora
Elena; Sciutti
Alessandra; Rea
Francesco; Billing
Erik; Bhatt
Mehul; Odone
Francesca; Sandini
Giulio | IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS |
| Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees | 2023 | Caldarelli
Edoardo; Chatalic
Antoine; Colome
Adria; Rosasco
Lorenzo; Torras
Carme | Conference on Robot Learning |
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C.; Salzo
S.; Villa
S. | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS |
| Short Communication: Localized Adversarial Artifacts for Compressed Sensing MRI | 2023 | Alaifari
Rima; Alberti
Giovanni S.; Gauksson
Tandri | SIAM JOURNAL ON IMAGING SCIENCES |
| Food Image Classification: The Benefit of In-Domain Transfer Learning | 2023 | Touijer
L.; Pastore
V. P.; Odone
F. | Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 |
| An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles | 2023 | Pastore
V. P.; Alfano
P. D.; Oke
A.; Capponi
S.; Eltanan
D.; Woodruff-Madeira
X.; Nguyen
A.; Fung
J. C.; Bianco
S. | Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 |
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C.; Molinari
C.; Rosasco
L.; Villa
S. | JOURNAL OF INVERSE AND ILL-POSED PROBLEMS |
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V. P.; Ciranni
M.; Bianco
S.; Fung
J. C.; Murino
V.; Odone
F. | IMAGE AND VISION COMPUTING |
| AGAMAS: A New Agent-Oriented Traffic Simulation Framework for SUMO | 2023 | SADEGHI GARJAN
Mahyar; Chaanine
Tommy; Pasquale
Cecilia; Pastore
VITO PAOLO; Ferrando
Angelo | The 20th European Conference of Multi-Agents Systems |
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S.; Vecchia
A. D.; Glineur
F.; Villa
S. | 2023 European Control Conference, ECC 2023 |
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Elena; Fantazzini
Alice; Gulino
Martina; Manini
Simone; Verri
Alessandro; Odone
Francesca; Basso
Luca; Damasio
MARIA BEATRICE; Basso
Curzio | 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS |
| Universal diagonal estimates for minimizers of the Levy–Lieb functional | 2023 | Di Marino
S.; Gerolin
A.; Nenna
L. | LETTERS IN MATHEMATICAL PHYSICS |
| Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development | 2023 | Parodi
Giulia; Brofiga
Martina; Pastore
VITO PAOLO; Chiappalone
Michela; Martinoia
Sergio | JOURNAL OF NEURAL ENGINEERING |
| An efficient deep learning approach to identify dynamics in in vitro neural networks | 2023 | Pastore
V. P.; Parodi
G.; Brofiga
M.; Massobrio
P.; Chiappalone
M.; Odone
F.; Martinoia
S. | 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 |
| In-domain versus out-of-domain transfer learning in plankton image classification | 2023 | Maracani
A.; Pastore
V. P.; Natale
L.; Rosasco
L.; Odone
F. | SCIENTIFIC REPORTS |
| Differences in spore size and atmospheric survival shape stark contrasts in the dispersal dynamics of two closely related fungal pathogens | 2023 | Golan
J. J.; Lagomarsino Oneto
D.; Ding
S.; Kessenich
R.; Sandler
M.; Rush
T. A.; Levitis
D.; Gevens
A.; Seminara
A.; Pringle
A. | FUNGAL ECOLOGY |
| An overview of data integration in neuroscience with focus on Alzheimer’s Disease | 2023 | Turrisi
R.; Squillario
M.; Abate
G.; Uberti
D.; Barla
A. | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
| Automatic video analysis and classification of sleep-related hypermotor seizures and disorders of arousal | 2023 | Moro
M.; Pastore
V. P.; Marchesi
G.; Proserpio
P.; Tassi
L.; Castelnovo
A.; Manconi
M.; Nobile
G.; Cordani
R.; Gibbs
S. A.; Odone
F.; Casadio
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| Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks | 2023 | Pretolesi
Daniele; Garbarino
Davide; Giampaoli
Daniele; Vian
Andrea; Barla
Annalisa | IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING |
| Uncertainty-Aware Gaze Tracking for Assisted Living Environments | 2023 | Her
P.; Manderle
L.; Dias
P. A.; Medeiros
H.; Odone
F. | IEEE TRANSACTIONS ON IMAGE PROCESSING |
| JKO estimates in linear and non-linear Fokker–Planck equations, and Keller–Segel: Lp and Sobolev bounds | 2023 | Di Marino
S.; Santambrogio
F. | ANNALES DE L INSTITUT HENRI POINCARÉ. ANALYSE NON LINÉAIRE |
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G.; Lai
N.; Letizia
M.; Pazzini
J.; Rando
M.; Rosasco
L.; Wulzer
A.; Zanetti
M. | MACHINE LEARNING: SCIENCE AND TECHNOLOGY |
| From inexact optimization to learning via gradient concentration | 2023 | Stankewitz
B.; Mucke
N.; Rosasco
L. | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS |
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J.; Zini
L.; Odone
F. | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING |
| Market areas in general equilibrium | 2023 | Lanzara
G.; Santacesaria
M. | JOURNAL OF ECONOMIC THEORY |
| Neural networks for classification of strokes in electrical impedance tomography on a 3D head model | 2022 | Candiani
Valentina; Santacesaria
Matteo | MATHEMATICS IN ENGINEERING |
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M.; Losapio
G.; Rando
M.; Grosso
G.; Wulzer
A.; Pierini
M.; Zanetti
M.; Rosasco
L. | THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS |
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Federico; Maiettini
Elisa; Pasquale
Giulia; Meanti
Giacomo; Rosasco
Lorenzo; Natale
Lorenzo | IEEE TRANSACTIONS ON ROBOTICS |
| Reproducibility in Activity Recognition Based on Wearable Devices: a Focus on Used Datasets | 2022 | Fasciglione
A.; Leotta
M.; Verri
A. | IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022) |
| HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty | 2022 | Cantarini
G.; Tomenotti
F. F.; Noceti
N.; Odone
F. | 2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022) 2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022) |
| Nyström Kernel Mean Embeddings | 2022 | Chatalic
A.; Schreuder
N.; Rudi
A.; Rosasco
L. | 39th International Conference on Machine Learning, ICML 2022 |
| Where Do We Stand in Regularization for Life Science Studies? | 2022 | Tozzo
Veronica; Azencott
Chloé-Agathe; Fiorini
Samuele; Fava
Emanuele; Trucco
Andrea; Barla
Annalisa | JOURNAL OF COMPUTATIONAL BIOLOGY |
| FasterVideo: Efficient Online Joint Object Detection and Tracking | 2022 | Mouawad
I.; Odone
F. | IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III |
| A markerless pipeline to analyze spontaneous movements of preterm infants | 2022 | Moro
M.; Pastore
V. P.; Tacchino
C.; Durand
P.; Blanchi
I.; Moretti
P.; Odone
F.; Casadio
M. | COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE |
| Cross-view action recognition with small-scale datasets | 2022 | Goyal
G.; Noceti
N.; Odone
F. | IMAGE AND VISION COMPUTING |
| A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis | 2022 | Trucco
A.; Bozzano
R.; Fava
E.; Pensieri
S.; Verri
A.; Barla
A. | IEEE JOURNAL OF OCEANIC ENGINEERING |
| Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression | 2022 | Meanti
Giacomo; Carratino
Luigi; DE VITO
Ernesto; Rosasco
Lorenzo | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151 |
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M.; Marchesi
G.; Hesse
F.; Odone
F.; Casadio
M. | SENSORS |
| Robots with Different Embodiments Can Express and Influence Carefulness in Object Manipulation | 2022 | Lastrico
Linda; Garello
Luca; Rea
Francesco; Noceti
Nicoletta; Mastrogiovanni
Fulvio; Sciutti
Alessandra; Carfi'
Alessandro | 2022 IEEE International Conference on Development and Learning (ICDL) |
| Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry | 2022 | Garrigos
G.; Rosasco
L.; Villa
S. | MATHEMATICAL PROGRAMMING |
| On the Use of Efficient Projection Kernels for Motion-Based Visual Saliency Estimation | 2022 | Nicora
E.; Noceti
N. | FRONTIERS IN COMPUTER SCIENCE |
| A fully automated deep learning pipeline for micro-CT-imaging-based densitometry of lung fibrosis murine models | 2022 | Vincenzi
Elena; Fantazzini
Alice; Basso
Curzio; Barla
Annalisa; Odone
Francesca; Leo
Ludovica; Mecozzi
Laura; Mambrini
Martina; Ferrini
Erica; Sverzellati
Nicola; Stellari
Franco Fabio | RESPIRATORY RESEARCH |
| An Anomaly Detection Approach for Plankton Species Discovery | 2022 | Pastore
Vito Paolo; Megiddo
Nimrod; Bianco
Simone | IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT II IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT II |
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E.; Noceti
N. | IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III |
| Continuous wavelet frames on the sphere: The group-theoretic approach revisited | 2022 | Dahlke
S.; De Mari
F.; De Vito
E.; Hansen
M.; Hasannasab
M.; Quellmalz
M.; Steidl
G.; Teschke
G. | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
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V.; Ginatta
N.; Villa
S. | JOURNAL OF GLOBAL OPTIMIZATION |
| An elementary analysis of ridge regression with random design | 2022 | Mourtada
J.; Rosasco
L. | COMPTES RENDUS MATHÉMATIQUE |
| ADHERENT: Learning Human-like Trajectory Generators for Whole-body Control of Humanoid Robots | 2022 | Viceconte
P. M.; Camoriano
R.; Romualdi
G.; Ferigo
D.; Dafarra
S.; Traversaro
S.; Oriolo
G.; Rosasco
L.; Pucci
D. | IEEE ROBOTICS AND AUTOMATION LETTERS |
| Progettare la città del futuro oltre il visibile: intelligenza artificiale al servizio del cittadino per una esperienza personalizzata del contesto urbano | 2022 | Barla
Annalisa; Paniati
Giorgia; Vian
Andrea | GUD. GENOVA UNIVERSITÀ DESIGN |
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Andrea; Barla
Annalisa; Bozzano
Roberto; Fava
Emanuele; Pensieri
Sara; Verri
Alessandro; Solarna
David | IEEE JOURNAL OF OCEANIC ENGINEERING |
| Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization | 2022 | Rando
M.; Carratino
L.; Villa
S.; Rosasco
L. | 25th International Conference on Artificial Intelligence and Statistics, AISTATS 2022 |
| AI-based component management system for structured content creation, annotation, and publication | 2022 | Barla
Annalisa; Cuneo
Marina; Nunzi
Simone Roberto; Paniati
Giorgia; Vian
Andrea | 5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems |
| Neural networks for classification of strokes in electrical impedance tomography on a 3D head model | 2022 | Candiani
V.; Santacesaria
M. | MATHEMATICS IN ENGINEERING |
| Smart rogaining for computer science orientation | 2022 | Chessa
M.; Delzanno
G.; Ferrando
A.; Gelati
L.; Guerrini
G.; Mascardi
V.; Noceti
N.; Odone
F.; Vitali
F. | FRONTIERS IN EDUCATION |
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F.; De Vito
E.; Rosasco
L.; Vigogna
S. | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| A semi-automatic toolbox for markerless effective semantic feature extraction | 2022 | Pastore
Vito Paolo; Moro
Matteo; Odone
Francesca | SCIENTIFIC REPORTS |
| Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection | 2022 | Mouawad
Issa; Brasch
Nikolas; Manhardt
Fabian; Tombari
Federico; Odone
Francesca | IEEE ROBOTICS AND AUTOMATION LETTERS |
| Learning to predict target location with turbulent odor plumes | 2022 | Rigolli
N.; Magnoli
N.; Rosasco
L.; Seminara
A. | ELIFE |
| Non-zero constraints in elliptic PDE with random boundary values and applications to hybrid inverse problems | 2022 | Alberti
Giovanni | INVERSE PROBLEMS |
| Mean Nyström Embeddings for Adaptive Compressive Learning | 2022 | Chatalic
Antoine; Carratino
Luigi; DE VITO
Ernesto; Rosasco
Lorenzo | 25th International Conference on Artificial Intelligence and Statistics |
| Alternation emerges as a multi-modal strategy for turbulent odor navigation | 2022 | Rigolli
Nicola; Reddy
Gautam; Seminara
Agnese; Vergassola
Massimo | ELIFE |
| Efficient Unsupervised Learning for Plankton Images | 2022 | Alfano
PAOLO DIDIER; Rando
Marco; Letizia
Marco; Odone
Francesca; Rosasco
Lorenzo; Pastore
VITO PAOLO | 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) |
| Multiclass Learning with Margin: Exponential Rates with No Bias-Variance Trade-Off | 2022 | Vigogna
S.; Meanti
G.; De Vito
E.; Rosasco
L. | 39th International Conference on Machine Learning, ICML 2022 |
| Zeroth order optimization with orthogonal random directions | 2022 | Kozak
David; Molinari
Cesare; Rosasco
Lorenzo; Tenorio
Luis; Villa
Silvia | MATHEMATICAL PROGRAMMING |
| Fast approximation of orthogonal matrices and application to PCA | 2022 | Rusu
C.; Rosasco
L. | SIGNAL PROCESSING |
| Attributed Graphettes-Based Preterm Infants Motion Analysis | 2022 | Garbarino
Davide; Moro
Matteo; Tacchino
Chiara; Moretti
Paolo; Casadio
Maura; Odone
Francesca; Barla
Annalisa | COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1 COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1 |
| Improving Activity Recognition while Reducing Misclassification of Unknown Activities | 2021 | Fasciglione
A.; Leotta
M.; Verri
A. | 2021 IEEE 30TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE 2021) 2021 IEEE 30TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE 2021) |
| Plume Dynamics Structure the Spatiotemporal Activity of Mitral/Tufted Cell Networks in the Mouse Olfactory Bulb | 2021 | Lewis
S. M.; Xu
L.; Rigolli
N.; Tariq
M. F.; Suarez
L. M.; Stern
M.; Seminara
A.; Gire
D. H. | FRONTIERS IN CELLULAR NEUROSCIENCE |
| A video-based markerless body machine interface: a pilot study | 2021 | Moro
M.; Rizzoglio
F.; Odone
F.; Casadio
M. | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Regularization: From Inverse Problems to Large-Scale Machine Learning | 2021 | De Vito
E.; Rosasco
L.; Rudi
A. | Harmonic and Applied Analysis |
| Regularized ERM on random subspaces | 2021 | DELLA VECCHIA
Andrea; Mourtada
Jaouad; DE VITO
Ernesto; Rosasco
Lorenzo | Proceedings of The 24th International Conference on Artificial Intelligence and Statistics |
| Iterative regularization for convex regularizers | 2021 | Molinari
Cesare; Massias
MATHURIN PIERRE GILLES; Rosasco
Lorenzo; Villa
Silvia | 24th International Conference on Artifi- cial Intelligence and Statistics (AISTATS) 2021 |
| Accelerated iterative regularization via dual diagonal descent | 2021 | Calatroni
L.; Garrigos
G.; Rosasco
L.; Villa
S. | SIAM JOURNAL ON OPTIMIZATION |
| Unitarization of the Horocyclic Radon Transform on Symmetric Spaces | 2021 | Bartolucci
F.; De Mari
F.; Monti
M. | Harmonic and Applied Analysis |
| Unitarization of the Horocyclic Radon Transform on Homogeneous Trees | 2021 | Bartolucci
F; De Mari
F; Monti
M | JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS |
| ON THE PRECISION OF MARKERLESS 3D SEMANTIC FEATURES: AN EXPERIMENTAL STUDY ON VIOLIN PLAYING | 2021 | Moro
M.; Casadio
M.; Mrotek
L. A.; Ranganathan
R.; Scheidt
R.; Odone
F. | 2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) 2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) |
| Predicting Tennis Match Outcomes with Network Analysis and Machine Learning | 2021 | Bayram
Firas; Garbarino
Davide; Barla
Annalisa | SOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE SOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE |
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S.; Villa
S. | MATHEMATICAL PROGRAMMING |
| Proximal Gradient Methods for Machine Learning and Imaging | 2021 | Salzo
Saverio; Villa
Silvia | Harmonic and Applied Analysis. From Radon Transforms to Machine Learning. |
| Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel | 2021 | De Vito
Ernesto; Kereta
Zeljko; Naumova
Valeriya; Rosasco
Lorenzo; Vigogna
Stefano | JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS |
| Epigenetic Regulation in Myelodysplastic Syndrome as A Consequence of A MicroRNA Dysregulation | 2021 | Avenoso
Daniele; Squillario
Margherita; Barla
Annalisa; Verri
Alessandro; Carminati
Enrico; Nurra
Clara; Todisco
Elisabetta; Gigli
Federica; Bertolini
Francesco; Gregato
Giuliana; Poletti
Claudia; Miglino
, et al. | |
| A machine learning approach to optimal Tikhonov regularization I: Affine manifolds | 2021 | de Vito
Ernesto; Fornasier
Massimo; Naumova
Valeriya | ANALYSIS AND APPLICATIONS |
| Efficient kernel methods for model-independent new physics searches | 2021 | Letizia
Marco; Losapio
Gianvito; Rando
Marco; Grosso
Gaia; Rosasco
Lorenzo | Fourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021) |
| Daily living activity recognition using wearable devices: A features-rich dataset and a novel approach | 2021 | Leotta
M.; Fasciglione
A.; Verri
A. | 25th International Conference on Pattern Recognition Workshops, ICPR 2020 |
| Turbulence role in the fate of virus-containing droplets in violent expiratory events | 2021 | Rosti
Me; Cavaiola
M; Olivieri
S; Seminara
A; Mazzino
A | PHYSICAL REVIEW RESEARCH |
| Linear Lipschitz and C1 extension operators through random projection | 2021 | Brue
E.; Di Marino
S.; Stra
F. | JOURNAL OF FUNCTIONAL ANALYSIS |
| Keypoint-based gaze tracking | 2021 | Her
P.; Manderle
L.; Dias
P. A.; Medeiros
H.; Odone
F. | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis | 2021 | Tozzo
Veronica; Ciech
Federico; Garbarino
Davide; Verri
Alessandro | KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining |
| Test'n'Mo: A Collaborative Platform for Human Testers and Intelligent Monitoring Agents | 2021 | Ricca
F.; Mascardi
V.; Verri
A. | 5th ACM International Workshop on Verification and mOnitoring at Runtime EXecution, VORTEX 2021, co-located with ECOOP/ISSTA 2021 |
| Guest Editorial Assistive Computing Technologies for Human Well-Being | 2021 | Odone
F.; Grossi
G.; Lanzarotti
R.; Medeiros
H.; Noceti
N. | IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING |
| Optimal distributed control of linear parabolic equations by spectral decomposition | 2021 | Lazar
M; Molinari
C | OPTIMAL CONTROL APPLICATIONS & METHODS |
| Inexact and stochastic generalized conditional gradient with augmented Lagrangian and proximal step | 2021 | Fadili
J; Molinari
C; Silveti-Falls
A | JOURNAL OF NONSMOOTH ANALYSIS AND OPTIMIZATION |
| On the emergence of whole-body strategies from humanoid robot push-recovery learning | 2021 | Ferigo
D.; Camoriano
R.; Viceconte
P. M.; Calandriello
D.; Traversaro
S.; Rosasco
L.; Pucci
D. | IEEE ROBOTICS AND AUTOMATION LETTERS |
| Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models | 2021 | Marconi
GIAN MARIA; Camoriano
Raffaello; Rosasco
Lorenzo; Carlo Ciliberto
And | IEEE ROBOTICS AND AUTOMATION LETTERS |
| ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions | 2021 | Carratino
L.; Vigogna
S.; Calandriello
D.; Rosasco
L. | 35th Conference on Neural Information Processing Systems, NeurIPS 2021 |
| Property-Aware Robot Object Manipulation: A Generative Approach | 2021 | Garello
L.; Lastrico
L.; Rea
F.; Mastrogiovanni
F.; Noceti
N.; Sciutti
A. | 2021 IEEE International Conference on Development and Learning, ICDL 2021 |
| Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images | 2021 | Roy
M.; Kong
J.; Kashyap
S.; Pastore
V. P.; Wang
F.; Wong
K. C. L.; Mukherjee
V. | SCIENTIFIC REPORTS |
| Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies: Statistical and computational methods | 2021 | Pastore
VITO PAOLO | |
| Adversarial feature refinement for cross-view action recognition | 2021 | Marsella
A.; Goyal
G.; Odone
F. | 36th Annual ACM Symposium on Applied Computing, SAC 2021 |
| Infinite-Dimensional Inverse Problems with Finite Measurements | 2021 | Alberti
Giovanni S.; Santacesaria
Matteo | ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS |
| Learning the optimal Tikhonov regularizer for inverse problems | 2021 | Alberti
G.; Lassas
M.; De Vito
E.; Ratti
L.; Santacesaria
M. | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021) |
| A Study of At-term and Preterm Infants' Motion Based on Markerless Video Analysis | 2021 | Garello
L.; Moro
M.; Tacchino
C.; Campone
F.; Durand
P.; Blanchi
I.; Moretti
P.; Casadio
M.; Odone
F. | 29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021) 29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021) |
| A precise relationship among Buller’s drop, ballistospore, and gill morphologies enables maximum packing of spores within gilled mushrooms | 2021 | Iapichino
M.; Wang
Y. -W.; Gentry
S.; Pringle
A.; Seminara
A. | MYCOLOGIA |
| Compressed Sensing Photoacoustic Tomography Reduces to Compressed Sensing for Undersampled Fourier Measurements | 2021 | Alberti
Giovanni S.; Campodonico
Paolo; Santacesaria
Matteo | SIAM JOURNAL ON IMAGING SCIENCES |
| Fast Object Segmentation Learning with Kernel-based Methods for Robotics | 2021 | Ceola
F.; Maiettini
E.; Pasquale
G.; Rosasco
L.; Natale
L. | 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021) 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021) |
| Constructing fast approximate eigenspaces with application to the fast graph Fourier transforms | 2020 | Rusu
Christian; Rosasco
Lorenzo | IEEE TRANSACTIONS ON SIGNAL PROCESSING |
| Generalized conditional gradient with augmented lagrangian for composite minimization | 2020 | Silveti-Falls
A; Molinari
C; Fadili
J | SIAM JOURNAL ON OPTIMIZATION |
| Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings | 2020 | D'Amario
V.; Arnulfo
G.; Nobili
L.; Barla
A. | COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, CIBB 2018 COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, CIBB 2018 |
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Matteo; Yachimura
Toshiaki | INVERSE PROBLEMS |
| A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease | 2020 | Squillario
Margherita; Abate
Giulia; Tomasi
Federico; Tozzo
Veronica; Barla
Annalisa; Uberti
Daniela | SCIENTIFIC REPORTS |
| Annotation-free learning of plankton for classification and anomaly detection | 2020 | Pastore
V. P.; Zimmerman
T. G.; Biswas
S. K.; Bianco
S. | SCIENTIFIC REPORTS |
| Classification of stroke using neural networks in electrical impedance tomography | 2020 | Agnelli
J. P.; Col
A.; Lassas
M.; Murthy
R.; Santacesaria
M.; Siltanen
S. | INVERSE PROBLEMS |
| Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces | 2020 | Lin
Junhong; Rudi
Alessandro; Rosasco
Lorenzo; Cevher
Volkan | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| On-line object detection: a robotics challenge | 2020 | Maiettini
E.; Pasquale
G.; Rosasco
L.; Natale
L. | AUTONOMOUS ROBOTS |
| A Robust Method for Statistical Testing of Empirical Power-Law Distributions | 2020 | Garbarino
Davide; Tozzo
Veronica; Vian
Andrea; Barla
Annalisa | Algorithms and Models for the Web Graph. WAW 2020. |
| Calderón's inverse problem with a finite number of measurements II: independent data | 2020 | Alberti
Giovanni S.; Santacesaria
Matteo | APPLICABLE ANALYSIS |
| Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked | 2020 | Biassoni
R.; Di Marco
E.; Squillario
M.; Barla
A.; Piccolo
G.; Ugolotti
E.; Gatti
C.; Minuto
N.; Patti
G.; Maghnie
M.; D'Annunzio
G. | THE JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM |
| Combining the Runge Approximation and the Whitney Embedding Theorem in Hybrid Imaging | 2020 | Alberti
Giovanni S; Capdeboscq
Yves | INTERNATIONAL MATHEMATICS RESEARCH NOTICES |
| A short proof of the infinitesimal Hilbertianity of the weighted Euclidean space | 2020 | Di Marino
S.; Lucic
D.; Pasqualetto
E. | COMPTES RENDUS MATHÉMATIQUE |
| A tumor growth model of Hele-Shaw type as a gradient flow | 2020 | DI Marino
S.; Chizat
L. | ESAIM. COCV |
| Thresholding gradient methods in Hilbert spaces: support identification and linear convergence | 2020 | Garrigos
Guillaume; Rosasco
Lorenzo; Villa
Silvia | ESAIM. COCV |
| Learning dictionaries of kinematic primitives for action classification | 2020 | Vignolo
A.; Noceti
N.; Sciutti
A.; Odone
F.; Sandini
G. | 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) |
| Learning to Avoid Obstacles With Minimal Intervention Control | 2020 | Duan
A.; Camoriano
R.; Ferigo
D.; Huang
Y.; Calandriello
D.; Rosasco
L.; Pucci
D. | FRONTIERS IN ROBOTICS AND AI |
| Reproducing kernel Hilbert spaces on manifolds: Sobolev and diffusion spaces | 2020 | De Vito
E.; Mucke
N.; Rosasco
L. | ANALYSIS AND APPLICATIONS |
| Radon transform: Dual pairs and irreducible representations | 2020 | Alberti
Giovanni; Bartolucci
F.; De Mari
F.; De Vito
E. | Applied and Numerical Harmonic Analysis |
| Hyperbolic Manifold Regression | 2020 | Marconi
Gm; Rosasco
L; Ciliberto
C | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 |
| Transplantation Induces Profound Changes in the Transcriptional Asset of Hematopoietic Stem Cells: Identification of Specific Signatures Using Machine Learning Techniques | 2020 | Cilloni
Daniela; Petiti
Jessica; Campia
Valentina; Podestà
Marina; Squillario
Margherita; Montserrat
Nuria; Bertaina
Alice; Sabatini
Federica; Carturan
Sonia; Berger
Massimo; Saglio
Francesco; Bandini
, et al. | JOURNAL OF CLINICAL MEDICINE |
| Kernel methods through the roof: Handling billions of points efficiently | 2020 | Meanti
G.; Carratino
L.; Rosasco
L.; Rudi
A. | 34th Conference on Neural Information Processing Systems, NeurIPS 2020 |
| Global Lipschitz extension preserving local constants | 2020 | Di Marino
S.; Gigli
N.; Pratelli
A. | ATTI DELLA ACCADEMIA NAZIONALE DEI LINCEI. RENDICONTI LINCEI. MATEMATICA E APPLICAZIONI |
| Timing of fungal spore release dictates survival during atmospheric transport | 2020 | Lagomarsino Oneto
D.; Golan
J.; Mazzino
A.; Pringle
A.; Seminara
A. | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| Infinitesimal Hilbertianity of Locally CAT(k)-Spaces | 2020 | DI MARINO
Simone; Gigli
Nicola; Pasqualetto
Enrico; Soultanis
Elefterios | THE JOURNAL OF GEOMETRIC ANALYSIS |
| Alternating forward–backward splitting for linearly constrained optimization problems | 2020 | Molinari
C; Peypouquet
J; Roldan
F | OPTIMIZATION LETTERS |
| Gain with no Pain: Efficiency of Kernel-PCA by Nystrom Sampling | 2020 | Sterge
N; Sriperumbudur
B; Rosasco
L; Rudi
A | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 |
| Mechanical force-induced morphology changes in a human fungal pathogen | 2020 | Puerner
C.; Kukhaleishvili
N.; Thomson
D.; Schaub
S.; Noblin
X.; Seminara
A.; Bassilana
M.; Arkowitz
R. A. | BMC BIOLOGY |
| Fluid dynamics of COVID-19 airborne infection suggests urgent data for a scientific design of social distancing | 2020 | Rosti
M. E.; Olivieri
S.; Cavaiola
M.; Seminara
A.; Mazzino
A. | SCIENTIFIC REPORTS |
| Multi-scale vector quantization with reconstruction trees | 2020 | Cecini
Enrico; De Vito
Ernesto; Rosasco
Lorenzo | INFORMATION AND INFERENCE.. |
| Faster kriging: Facing high-dimensional simulators | 2020 | Lu
X.; Rudi
A.; Borgonovo
E.; Rosasco
L. | OPERATIONS RESEARCH |
| The MoCA dataset, kinematic and multi-view visual streams of fine-grained cooking actions | 2020 | Nicora
E.; Goyal
G.; Noceti
N.; Vignolo
A.; Sciutti
A.; Odone
F. | SCIENTIFIC DATA |
| Missing Values in Multiple Joint Inference of Gaussian Graphical Models | 2020 | Tozzo
Veronica; Garbarino
Davide; Barla
Annalisa | 10th International Conference on Probabilistic Graphical Models |
| Multi-parameters Model Selection for Network Inference | 2020 | Tozzo
V.; Barla
A. | COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1 COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1 |
| Near-linear time gaussian process optimization with adaptive batching and resparsification | 2020 | Calandriello
D.; Carratino
L.; Lazaric
A.; Valko
M.; Rosasco
L. | 37th International Conference on Machine Learning, ICML 2020 |
| Slow Rogaining: An Innovative Teamwork Model for Computer Science Education | 2020 | Delzanno
G.; Guerrini
G.; Mascardi
V.; Gelati
L.; Petito
V.; Vitali
F.; Ferrando
A.; Ancona
Davide; Chessa
Manuela; Noceti
N.; Odone
F. | 28th ACM International Conference on User Modeling, Adaptation, and Personalization, UMAP 2020 |
| Single view learning in action recognition | 2020 | Goyal
G.; Noceti
N.; Odone
F. | 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) |
| On the randomised stability constant for inverse problems | 2020 | Alberti
Giovanni; Capdeboscq
Yves; Privat
Yannick | MATHEMATICS IN ENGINEERING |
| A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings | 2020 | Ciliberto
C; Rosasco
L; Rudi
A | JOURNAL OF MACHINE LEARNING RESEARCH |
| Boosting car plate recognition systems performances with agile re-Training | 2020 | Cantarini
G.; Noceti
N.; Odone
F. | 4th International Conference on Image Processing, Applications and Systems, IPAS 2020 |
| Temporal pattern detection in time-varying graphical models | 2020 | Tomasi
F.; Tozzo
V.; Barla
A. | 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) |
| Action similarity judgment based on kinematic primitives | 2020 | Nair
V.; Hemeren
P.; Vignolo
A.; Noceti
N.; Nicora
E.; Sciutti
A.; Rea
F.; Billing
E.; Odone
F.; Sandini
G. | 10th Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EpiRob 2020 |
| Markerless gait analysis in stroke survivors based on computer vision and deep learning: A pilot study | 2020 | Moro
M.; Marchesi
G.; Odone
F.; Casadio
M. | PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20) PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20) |
| Asymptotics of Ridge(less) Regression under General Source Condition | 2020 | Richards
Dominic; Mourtada
Jaouad; Rosasco
Lorenzo | 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021 |
| Decentralised learning with random features and distributed gradient descent | 2020 | Richards
D; Rebeschini
P; Rosasco
L | Proceedings of the 37th International Conference on Machine Learning |
| Stairway to elders: Bridging space, time and emotions in their social environment for wellbeing | 2020 | Boccignone
G.; De'Sperati
C.; Granato
M.; Grossi
G.; Lanzarotti
R.; Noceti
N.; Odone
F. | 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020 |
| Cone-Adapted Shearlets and Radon Transforms | 2020 | Bartolucci
F.; De Mari
F.; De Vito
E. | Applied and Numerical Harmonic Analysis |
| An Optimal Transport Approach for the Schrödinger Bridge Problem and Convergence of Sinkhorn Algorithm | 2020 | Di Marino
S.; Gerolin
A. | JOURNAL OF SCIENTIFIC COMPUTING |
| Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network | 2019 | Fiorini
Samuele; Hajati
Farshid; Barla
Annalisa; Girosi
Federico | PLOS ONE |
| Convergence of Stochastic Proximal Gradient Algorithm | 2019 | Rosasco
Lorenzo; Villa
Silvia; Cong Vu
Bang | APPLIED MATHEMATICS AND OPTIMIZATION |
| An entropy minimization approach to second-order variational mean-field games | 2019 | Benamou
Jd; Carlier
G; DI MARINO
Simone; Nenna
L | MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES |
| Beating SGD saturation with tail-averaging and minibatching | 2019 | Mücke
N.; Neu
G.; Rosasco
L. | Advances in Neural Information Processing Systems |
| Secondary Somatic Mutations in G-Protein-Related Pathways and Mutation Signatures in Uveal Melanoma | 2019 | Piaggio
Francesca; Tozzo
Veronica; Bernardi
Cinzia; Croce
Michela; Puzone
Roberto; Viaggi
Silvia; Patrone
Serena; Barla
Annalisa; Coviello
Domenico; J. Jager
Martine; van der Velden
Pieter A.; Zeschnigk
, et al. | CANCERS |
| View-Invariant Robot Adaptation to Human Action Timing | 2019 | Noceti
Nicoletta; Odone
Francesca; Rea
Francesco; Sciutti
Alessandra; Sandini
Giulio | INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1 INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1 |
| On the atomic decomposition of coorbit spaces with non-integrable kernel | 2019 | Dahlke
S.; De Mari
F.; De Vito
E.; Sawatzki
L.; Steidl
G.; Teschke
G.; Voigtlaender
F. | Landscapes of Time-Frequency Analysis |
| Stereo in-line holographic digital microscope | 2019 | Zimmerman
T.; Antipa
N.; Elnatan
D.; Murru
A.; Biswas
S.; Pastore
V.; Bonani
M.; Waller
L.; Fung
J.; Fenu
G.; Bianco
S. | PROGRESS IN BIOMEDICAL OPTICS AND IMAGING |
| New characterizations of Sobolev metric spaces | 2019 | Di Marino
S.; Squassina
M. | JOURNAL OF FUNCTIONAL ANALYSIS |
| Next Generation Sequencing and Microrna Assay in a Cohort of Patients Affected By Myelodysplastic Syndromes. an Analysis of Clinical and Genotypic Features | 2019 | Avenoso
Daniele; Squillario
Margherita; Barla
Annalisa; Verri
Alessandro; Carminati
Enrico; Nurra
Clara; Todisco
Elisabetta; Gigli
Federica; Gregato
Giuliana; Poletti
Claudia; Bertolini
Francesco; Mufti
, et al. | BLOOD |
| The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach | 2019 | Brichetto
G.; Monti Bragadin
M.; Fiorini
S.; Battaglia
M. A.; Konrad
G.; Ponzio
M.; Pedulla
L.; Verri
A.; Barla
A.; Tacchino
A. | NEUROLOGICAL SCIENCES |
| The Radon transform intertwines wavelets and shearlets | 2019 | Bartolucci
Francesca; De Mari
Filippo; De Vito
Ernesto; Odone
Francesca | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| The effects of data sources: A baseline evaluation of the MoCA dataset | 2019 | Nicora
E.; Goyal
G.; Noceti
N.; Odone
F. | IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I |
| Mycofluidics: The fluid mechanics of fungal adaptation | 2019 | Roper
M.; Seminara
A. | ANNUAL REVIEW OF FLUID MECHANICS |
| Note on Calderón's inverse problem for measurable conductivities | 2019 | Santacesaria
Matteo | INVERSE PROBLEMS AND IMAGING |
| Secretory Vesicle Clustering in Fungal Filamentous Cells Does Not Require Directional Growth | 2019 | Silva
P. M.; Puerner
C.; Seminara
A.; Bassilana
M.; Arkowitz
R. A. | CELL REPORTS |
| Visual tracking with autoencoder-based maximum a posteriori data fusion | 2019 | Reznichenko
Y.; Prampolini
E.; Siddique
A.; Medeiros
H.; Odone
F. | 2019 IEEE 43RD ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1 2019 IEEE 43RD ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1 |
| Continuity of Multimarginal Optimal Transport with Repulsive Cost | 2019 | Colombo
M.; Di Marino
S; Stra
F. | SIAM JOURNAL ON MATHEMATICAL ANALYSIS |
| Positive technology for elderly well-being: A review | 2019 | Grossi
G.; Lanzarotti
R.; Napoletano
P.; Noceti
N.; Odone
F | PATTERN RECOGNITION LETTERS |
| Essential Spectrum for Maxwell’s Equations | 2019 | Alberti
Giovanni; Brown
Malcolm; Marletta
Marco; Wood
Ian | ANNALES HENRI POINCARE' |
| Towards a real time obstacle detection system for unmanned surface vehicles | 2019 | Sorial
M.; Mouawad
I.; Simetti
E.; Odone
F.; Casalino
G. | OCEANS 2019 MTS/IEEE SEATTLE OCEANS 2019 MTS/IEEE SEATTLE |
| Towards the Internet of Safe and Intelligent Postal+ Things | 2019 | Ancona
M.; Mascardi
V.; Noceti
N.; Odone
F.; Ahsen
W.; Scribellito
A. | 20th Workshop "From Objects to Agents", WOA 2019 |
| Convergence rates of Forward–Douglas–Rachford splitting method | 2019 | Molinari
C; Liang
J; Fadili
J | JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS |
| Unitarization and Inversion Formulae for the Radon Transform Between Dual Pairs | 2019 | Alberti
Giovanni; Bartolucci
Francesca; De Mari
Filippo; De Vito
Ernesto | SIAM JOURNAL ON MATHEMATICAL ANALYSIS |
| Icing: Large-scale inference of immunoglobulin clonotypes | 2019 | Tomasi
Federico; Squillario
Margherita; Verri
Alessandro; Bagnara
Davide; Barla
Annalisa | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| How many mutations does it take to make a uveal melanoma? | 2019 | Piaggio
Francesca; Tozzo
Veronica; Bernardi
Cinzia; Croce
Michela; LO SICCO
Claudia; Gangemi
Rosaria; Puzone
Roberto; Viaggi
Silvia; Patrone
Serena; Barla
Annalisa; Coviello
Domenico; Jager
, et al. | Archives of Clinical and Experimental Ophthalmology |
| Learning to Sequence Multiple Tasks with Competing Constraints | 2019 | Duan
Anqing; Camoriano
Raffaello; Ferigo
Diego; Huang
Yanlong; Calandriello
Daniele; Rosasco
Lorenzo; Pucci
Daniele | 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019 |
| High throughput analysis of plankton morphology and dynamic | 2019 | Biswas
S. K.; Zimmerman
T.; Maini
L.; Adebiyi
A.; Bozano
L.; Brown
C.; Pastore
V. P.; Bianco
S. | PROGRESS IN BIOMEDICAL OPTICS AND IMAGING |
| Dynamic Spike Superresolution and Applications to Ultrafast Ultrasound Imaging | 2019 | Alberti
Giovanni; Ammari
Habib; Romero
Francisco; Wintz
Timothée | SIAM JOURNAL ON IMAGING SCIENCES |
| Visual computing methods for assessing the well-being of older people | 2019 | Martini
C.; Odone
F.; Noceti
N.; Chessa
M.; Barla
A.; Verri
A.; Cella
A.; Pilotto
A.; Rollandi
G. A. | Communications in Computer and Information Science |
| ADEF: An iterative algorithm to construct adversarial deformations | 2019 | Alaifari
R.; Gauksson
T.; Alberti
G. S. | 7th International Conference on Learning Representations, ICLR 2019 |
| Establishing the baseline for using plankton as biosensor | 2019 | Pastore
V. P.; Zimmerman
T.; Biswas
S. K.; Bianco
S. | PROGRESS IN BIOMEDICAL OPTICS AND IMAGING |
| Adenine: A HPC-oriented tool for biological data exploration | 2019 | Fiorini
Samuele; Tomasi
Federico; Squillario
Margherita; Barla
Annalisa | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Discrete Changes in Glucose Metabolism Define Aging | 2019 | Ravera
Silvia; Podestà
Marina; Sabatini
Federica; Dagnino
Monica; Cilloni
Daniela; Fiorini
Samuele; Barla
Annalisa; Frassoni
Francesco | SCIENTIFIC REPORTS |
| Different features of tumor-associated NK cells in patients with low-grade or high-grade peritoneal carcinomatosis | 2019 | Pesce
S.; Belgrano
V.; Greppi
M.; Carlomagno
S.; Squillario
M.; Barla
A.; Della Chiesa
M.; Di Domenico
S.; Mavilio
D.; Moretta
L.; Candiani
S.; Sivori
, et al. | FRONTIERS IN IMMUNOLOGY |
| Paths of graduates from the University of Genoa (1990-2016) | 2019 | Barla
Annalisa; Fiorini
Samuele; Licaj
Ami; Vacanti
Annapaola; Vian
Andrea | IMG2019 -GRÀFICHE/-GRAPHICS |
| Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring | 2019 | Pilotto
Alberto; Verri
Alessandro; Rollandi
Gian Andrea; Casiddu
Niccolò; Odone
Francesca; Veronese
Nicola; Puntoni
Matteo; Porfirione
Claudia; Barla
Annalisa; Femia
Rosetta; Pericu
Silvia; Martini
, et al. | GERIATRIC CARE |
| How do implementation bugs affect the results of machine learning algorithms? | 2019 | Leotta
Maurizio; Ricca
Filippo; Olianas
Dario; Noceti
Nicoletta | SAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING SAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING |
| Symmetry-adapted representation learning | 2019 | Anselmi
F.; Evangelopoulos
G.; Rosasco
L.; Poggio
T. | PATTERN RECOGNITION |
| Designing audio-visual tools to support multisensory disabilities | 2019 | Noceti
Nicoletta; Giuliani
Luca; Sosa-Garciá
Joan; Brayda
Luca; Trucco
Andrea; Odone
Francesca | MULTIMODAL BEHAVIOR ANALYSIS IN THE WILD: ADVANCES AND CHALLENGES MULTIMODAL BEHAVIOR ANALYSIS IN THE WILD: ADVANCES AND CHALLENGES |
| Human Motion Understanding for Selecting Action Timing in Collaborative Human-Robot Interaction | 2019 | Rea
F.; Vignolo
A.; Sciutti
A.; Noceti
N. | FRONTIERS IN ROBOTICS AND AI |
| Are we done with object recognition? The iCub robot's perspective | 2019 | Pasquale
Giulia; Ciliberto
Carlo; Odone
Francesca; Rosasco
Lorenzo; Natale
Lorenzo | ROBOTICS AND AUTONOMOUS SYSTEMS |
| Cancer mutational signatures identification with sparse dictionary learning | 2019 | Tozzo
Veronica; Barla
Annalisa | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| CALDERÓN'S INVERSE PROBLEM with A FINITE NUMBER of MEASUREMENTS | 2019 | Alberti
G. S.; Santacesaria
M. | FORUM OF MATHEMATICS. SIGMA |
| Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE | 2019 | Alberti
Giovanni; Santacesaria
Matteo | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Genuine personality recognition from highly constrained face images | 2019 | Anselmi
F.; Noceti
N.; Rosasco
L.; Ward
R. | IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I |
| Monte Carlo wavelets: A randomized approach to frame discretization | 2019 | Kereta
Z.; Vigogna
S.; Naumova
V.; Rosasco
L.; De Vito
E. | 2019 13TH INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) 2019 13TH INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) |
| Lectures on elliptic methods for hybrid inverse problems | 2018 | Alberti
Giovanni; Capdeboscq
Yves | |
| Guest Editorial A Sense of Interaction in Humans and Robots: From Visual Perception to Social Cognition | 2018 | Sciutti
Alessandra; Noceti
Nicoletta | IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS |
| Statistical and Computational Trade-Offs in Kernel K-Means | 2018 | Calandriello
D; Rosasco
L | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) |
| Speeding-up Object Detection Training for Robotics with FALKON | 2018 | Maiettini
E; Pasquale
G; Rosasco
L; Natale
L | 2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) 2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) |
| Lagrangian Penalization Scheme with Parallel Forward–Backward Splitting | 2018 | Molinari
C; Peypouquet
J | JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS |
| On Fast Leverage Score Sampling and Optimal Learning | 2018 | Rudi
A; Calandriello
D; Carratino
L; Rosasco
L | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) |
| Manifold Structured Prediction | 2018 | Rudi
A; Ciliberto
C; Marconi
Gm; Rosasco
L | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) |
| Learning with SGD and Random Features | 2018 | Carratino
L; Rudi
A; Rosasco
L | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) |
| Iterate Averaging as Regularization for Stochastic Gradient Descent | 2018 | Neu
G.; Rosasco
L.; Neu
G.; Rosasco
L. | Machine Learning Research |
| The entropic regularization of the monge problem on the real line | 2018 | Di Marino
S.; Louet
J. | SIAM JOURNAL ON MATHEMATICAL ANALYSIS |
| Hölder regularity for Maxwell’s equations under minimal assumptions on the coefficients | 2018 | Alberti
Giovanni | CALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS |
| Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification | 2018 | Milios
D; Camoriano
R; Michiardi
P; Rosasco
L; Filippone
M | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) |
| Constrained DMPs for Feasible Skill Learning on Humanoid Robots | 2018 | Duan
Anqing; Camoriano
R; Ferigo
D; Calandriello
D; Rosasco
L; Pucci
D | 2018 IEEE-RAS 18TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2018 IEEE-RAS 18TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) |
| Implementation of the Frailty Index in hospitalized older patients: Results from the REPOSI register | 2018 | Cesari
M.; Franchi
C.; Cortesi
L.; Nobili
A.; Ardoino
I.; Mannucci
P. M.; Tettamanti
M.; Pasina
L.; Perticone
F.; Salerno
F.; Corrao
S.; Marengoni
, et al. | EUROPEAN JOURNAL OF INTERNAL MEDICINE |
| New miRNA signature heralds human NK cell subsets at different maturation steps: Involvement of miR-146a-5p in the regulation of KIR expression | 2018 | Pesce
Silvia; Squillario
Margherita; Greppi
Marco; Loiacono
Fabrizio; Moretta
Lorenzo; Moretta
Alessandro; Sivori
Simona; Castagnola
Patrizio; Barla
Annalisa; Candiani
Simona; Marcenaro
Emanuela | FRONTIERS IN IMMUNOLOGY |
| A visual computing approach for estimating the motility index in the frail elder | 2018 | Martini
Chiara; Noceti
Nicoletta; Chessa
Manuela; Barla
Annalisa; Cella
Alberto; Rollandi
GIAN ANDREA; Pilotto
Alberto; Verri
Alessandro; Odone
Francesca | PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2018), VOL 5: VISAPP PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2018), VOL 5: VISAPP |
| New miRNA signature heralds human NK cell subsets at different maturation steps: involvement of miR-
146a-5p in the regulation of KIR expression | 2018 | Pesce
Silvia; Squillario
Margherita; Greppi
Marco; Loiacono
Fabrizio; Moretta
Lorenzo; Moretta
Alessandro; Sivori
Simona; Castagnola
Patrizio; Barla
Annalisa; Candiani
Simona; Marcenaro
Emanuela | FRONTIERS IN IMMUNOLOGY FRONTIERS IN IMMUNOLOGY |
| Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy | 2018 | D'Amario
Vanessa; Tomasi
Federico; Tozzo
Veronica; Arnulfo
Gabriele; Barla
Annalisa; Nobili
Lino | 3rd Machine Learning for Healthcare Conference |
| A universal growth limit for circular lichens | 2018 | Seminara
A.; Fritz
J.; Brenner
M. P.; Pringle
A. | JOURNAL OF THE ROYAL SOCIETY INTERFACE |
| Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT | 2018 | Beretta
Elena; Micheletti
Stefano; Perotto
Simona; Santacesaria
Matteo | JOURNAL OF COMPUTATIONAL PHYSICS |
| Space-Time Signal Analysis and the 3D Shearlet Transform | 2018 | Malafronte
Damiano; de Vito
Ernesto; Odone
Francesca | JOURNAL OF MATHEMATICAL IMAGING AND VISION |
| Smart security: l’integrazione dei sistemi per la sicurezza urbana negli Early Warning Systems | 2018 | di Bella
E.; Corsi
M; Odone
F. | Smart Security: evidence-based management per le policy di sicurezza |
| Consistent learning by composite proximal thresholding | 2018 | Combettes
Patrick L.; Salzo
Saverio; Villa
Silvia | MATHEMATICAL PROGRAMMING |
| A multi-camera system for damage and tampering detection in a postal security framework | 2018 | Noceti
Nicoletta; Zini
Luca; Odone
Francesca | EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING |
| Sparse multiple kernel learning: Support identification via mirror stratifiability | 2018 | GUILLAUME GASPARD PABLO GERAUD
Garrigos; Rosasco
Lorenzo; Villa
Silvia | European Signal Processing Conference 2018 |
| Hey there's DALILA: a DictionAry LearnIng LibrAry | 2018 | Tozzo
Veronica; D'Amario
Vanessa; Barla
Annalisa | 2017 Imperial College Computing Student Workshop (ICCSW 2017) |
| Regularized learning schemes in feature Banach spaces | 2018 | Combettes
Patrick L.; Salzo
Saverio; Villa
Silvia | ANALYSIS AND APPLICATIONS |
| Latent variable time-varying network inference | 2018 | Tomasi
Federico; Salzo
Saverio; Tozzo
Veronica; Verri
Alessandro | KDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING KDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING |
| Data-Driven Continuous Assessment of Frailty in Older People | 2018 | Martini
Chiara; Barla
Annalisa; Odone
Francesca; Verri
Alessandro; Cella
Alberto; Rollandi
Gian Andrea; Pilotto
Alberto | FRONTIERS IN DIGITAL HUMANITIES |
| Propagation and recovery of singularities in the inverse conductivity problem | 2018 | Greenleaf
Allan; Lassas
Matti; Santacesaria
Matteo; Siltanen
Samuli; Uhlmann
Gunther | ANALYSIS & PDE |
| Designing Assistive Tools for the Market | 2018 | Chessa
Manuela; Noceti
Nicoletta; Martini
Chiara; Solari
Fabio; Odone
Francesca | COMPUTER VISION FOR ASSISTIVE HEALTHCARE COMPUTER VISION FOR ASSISTIVE HEALTHCARE |
| Shearlets as Multi-scale Radon Transforms (STSIP) | 2018 | Bartolucci
F.; De Mari
F.; De Vito
E.; Odone
F. | SAMPLING THEORY IN SIGNAL AND IMAGE PROCESSING |
| Detecting spatio-temporally interest points using the shearlet transform | 2017 | Malafronte
Damiano; Odone
Francesca; De Vito
Ernesto | PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017) PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017) |
| Consistent Multitask Learning with Nonlinear Output Relations | 2017 | Ciliberto
Carlo; Rudi
Alessandro; Rosasco
Lorenzo; Massimiliano
Pontil | Neural Information Processing Systems 2017 |
| Temporal prediction of multiple sclerosis evolution from patient-centered outcomes | 2017 | Fiorini
Samuele; Verri
Alessandro; Barla
Annalisa; Tacchino
Andrea; Brichetto
Giampaolo | Proceedings of the 2nd Machine Learning for Healthcare Conference |
| FALKON: An Optimal Large Scale Kernel Method | 2017 | Rudi
Alessandro; Carratino
Luigi; Rosasco
Lorenzo | Neural Information Processing Systems 2017 |
| Reaching the wind: Boundary layer escape as a constraint on ascomycete spore dispersal | 2017 | Pringle
Anne; Brenner
Michael; Fritz
Joerg; Roper
Marcus; Seminara
Agnese | The Fungal Community: its Organization and Role in the Ecosystem |
| Local spatio-temporal representation using the 3D shearlet transform | 2017 | Malafronte
Damiano; Odone
Francesca; De Vito
Ernesto | 2017 INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) 2017 INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) |
| Generalization Properties of Learning with Random Features | 2017 | Rudi
Alessandro; Rosasco
Lorenzo | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017) |
| Regularized Kernel Algorithms for Support Estimation | 2017 | Rudi
Alessandro; De Vito
Ernesto; Verri
Alessandro; Odone
Francesca | FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS |
| Optimal transportation theory for repulsive costs | 2017 | DI MARINO
Simone; Gerolin
Augusto; Nenna
Luca | Topological Optimization and Optimal Transport |
| Shearlets as multi-scale Radon transform | 2017 | Bartolucci
Francesca; De Mari
Filippo; De Vito
Ernesto; Odone
Francesca | 2017 INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) 2017 INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) |
| Recent Progress in Shearlet Theory: Systematic Construction of Shearlet Dilation Groups, Characterization of Wavefront Sets, and New Embeddings | 2017 | Alberti
Giovanni; Dahlke
Stephan; De Mari
Filippo; De Vito
Ernesto; Führ
Hartmut | Frames and Other Bases in Abstract and Function Spaces. |
| Incremental robot learning of new objects with fixed update time | 2017 | Camoriano
Raffaello; Pasquale
Giulia; Ciliberto
Carlo; Lorenzo
Natale; Rosasco
Lorenzo; Metta
Giorgio | IEEE International Conference on Robotics and Automation (ICRA 2017) |
| Interactive data collection for deep learning object detectors on humanoid robots | 2017 | Maiettini
Elisa; Pasquale
Giulia; Rosasco
Lorenzo; Lorenzo
Natale | 2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids) |
| Invariant Recognition Predicts Tuning of Neurons in Sensory Cortex | 2017 | Mutch
Jim; Anselmi
Fabio; Tacchetti
Andrea; Rosasco
Lorenzo; Leibo
Joel Z.; Poggio
Tomaso | Computational and Cognitive Neuroscience of Vision |
| Optimal control of parabolic equations by spectral decomposition | 2017 | Lazar
M; Molinari
C; Peypouquet
J | OPTIMIZATION |
| Local Spatio-Temporal Representation Using the 3D Shearlet Transform (STSIP) | 2017 | Malafronte
D.; De Vito
E.; Odone
F. | SAMPLING THEORY IN SIGNAL AND IMAGE PROCESSING |
| Scale Invariant and Noise Robust Interest Points with Shearlets | 2017 | DUVAL POO
MIGUEL ALEJANDRO; Noceti
Nicoletta; Odone
Francesca; DE VITO
Ernesto | IEEE TRANSACTIONS ON IMAGE PROCESSING |
| The complexity of biological motion | 2017 | Vignolo
Alessia; Noceti
Nicoletta; Sciutti
A.; Rea
Francesco; Odone
Francesca; Sandini
Giulio | 2016 JOINT IEEE INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (ICDL-EPIROB) 2016 JOINT IEEE INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (ICDL-EPIROB) |
| Mathematical Analysis of Ultrafast Ultrasound Imaging | 2017 | Alberti
Giovanni; Ammari
Habib; Romero
Francisco; Wintz
Timothée | SIAM JOURNAL ON APPLIED MATHEMATICS |
| A First-Order Stochastic Primal-Dual Algorithm with Correction Step | 2017 | Rosasco
Lorenzo; Villa
Silvia; Công Vũ
Bằng | NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION |
| Data-driven strategies for robust forecast of continuous glucose monitoring time-series | 2017 | Fiorini
Samuele; Martini
Chiara; Malpassi
Davide; Cordera
Renzo; Maggi
Davide; Verri
Alessandro; Barla
Annalisa | 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) |
| Iterative Regularization via Dual Diagonal Descent | 2017 | Garrigos
Guillaume; Rosasco
Lorenzo; Villa
Silvia | JOURNAL OF MATHEMATICAL IMAGING AND VISION |
| Multiscale Geometric Methods for Data Sets I: Multiscale SVD, Noise and Curvature | 2017 | Little
Anna V.; Mauro
Maggioni; Rosasco
Lorenzo | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Disjoint sparsity for signal separation and applications to hybrid inverse problems in medical imaging | 2017 | Alberti
Giovanni; Ammari
Habib | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Critical Points for Elliptic Equations with Prescribed Boundary Conditions | 2017 | Alberti
Giovanni; Bal
Guillaume; Di Cristo
Michele | ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS |
| Continuous and discrete frames generated by the evolution flow of the Schrödinger equation | 2017 | Alberti
Giovanni; Dahlke
Stephan; DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto; Vigogna
Stefano | ANALYSIS AND APPLICATIONS |
| Perimeter as relaxed Minkowski content in metric measure spaces | 2017 | Ambrosio
Luigi; DI MARINO
Simone; Gigli
Nicola | NONLINEAR ANALYSIS |
| Prognostic value of degree and types of anaemia on clinical outcomes for hospitalised older patients | 2017 | Riva
E.; Colombo
R.; Moreo
G.; Mandelli
S.; Franchi
C.; Pasina
L.; Tettamanti
M.; Lucca
U.; Mannucci
P. M.; Nobili
A.; Perticone
F.; Salerno
, et al. | ARCHIVES OF GERONTOLOGY AND GERIATRICS |
| Geometric classification of semidirect products in the maximal parabolic subgroup of Sp(2, ℝ) | 2017 | DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto; Vigogna
Stefano | ANALYSIS AND APPLICATIONS |
| Visual recognition for humanoid robots | 2017 | Fanello
SEAN RYAN; Ciliberto
Carlo; Noceti
Nicoletta; Metta
Giorgio; Odone
Francesca | ROBOTICS AND AUTONOMOUS SYSTEMS |
| Investigating Natural Interaction in Augmented Reality Environments using Motion Qualities | 2017 | Chessa
Manuela; Noceti
Nicoletta | PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6 PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6 |
| Direct inversion from partial-boundary data in electrical impedance tomography | 2017 | Hauptmann
Andreas; Santacesaria
Matteo; Siltanen
Samuli | INVERSE PROBLEMS |
| Exploring biological motion regularities of human actions: A new perspective on video analysis | 2017 | Noceti
Nicoletta; Odone
Francesca; Sciutti
Alessandra; Sandini
Giulio | ACM TRANSACTIONS ON APPLIED PERCEPTION |
| Optimal Rates for Multi-pass Stochastic Gradient Methods | 2017 | Lin
Junhong; Rosasco
Lorenzo | JOURNAL OF MACHINE LEARNING RESEARCH |
| Modified Fejér sequences and applications | 2017 | Lin
Junhong; Rosasco
Lorenzo; Villa
Silvia; Zhou
Ding-Xuan | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS |
| SpiCoDyn: A Toolbox for the Analysis of Neuronal Network Dynamics and Connectivity from Multi-Site Spike Signal Recordings | 2017 | Pastore
Vito Paolo; Godjoski
Aleksandar; Martinoia
Sergio; Massobrio
Paolo | NEUROINFORMATICS |
| Sphingomyelin as a myelin biomarker in CSF of acquired demyelinating neuropathies | 2017 | Capodivento
Giovanna; Visigalli
Davide; Garnero
Martina; Fancellu
Roberto; Ferrara
Michela Demetra; Basit
Abdul; Hamid
Zeeshan; Pastore
Vito Paolo; Garibaldi
Silvano; Armirotti
Andrea; Mancardi
Gianluigi; Serrati
, et al. | SCIENTIFIC REPORTS |
| Detection and description of scale invariant interest points with shearlets | 2017 | Duval-Poo
Miguel A.; Noceti
Nicoletta; Odone
Francesca; De Vito
Ernesto | 2017 INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) 2017 INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) |
| Defining aging phenotypes and related outcomes: Clues to recognize frailty in hospitalized older patients | 2017 | Marcucci
M.; Franchi
C.; Nobili
A.; Mannucci
P. M.; Ardoino
I.; Tettamanti
M.; Pasina
L.; Perticone
F.; Salerno
F.; Corrao
S.; Marengoni
A.; Licata
, et al. | JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES |
| Coorbit Spaces with Voice in a Fréchet Space | 2017 | Dahlke
S.; DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto; Labate
D.; Steidl
G.; Teschke
G.; Vigogna
S. | JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS |
| Detecting Biological Motion for Human-Robot Interaction: A Link between Perception and Action | 2017 | Vignolo
Alessia; Noceti
Nicoletta; Rea
Francesco; Sciutti
Alessandra; Odone
Francesca; Sandini
Giulio | FRONTIERS IN ROBOTICS AND AI |
| Theory of Deep Learning III: explaining the non-overfitting puzzle | 2017 | Poggio
Tomaso; Kawaguchi
Kenji; Liao
Qianli; Miranda
Brando; Rosasco
Lorenzo; Boix
Xavier; Hidary
Jack; Mhaskar
Hrushikesh | CBMM Memo Series; 073 (arXiv:1801.00173) |
| "Hands on" visual recognition for visually impaired users | 2017 | Sosa-Garcia
Joan; Odone
Francesca | ACM TRANSACTIONS ON ACCESSIBLE COMPUTING |
| Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review | 2017 | Poggio
Tomaso A.; Mhaskar
Hrushikesh; Rosasco
Lorenzo; Miranda
Brando; Liao
Qianli | INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING |
| Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review | 2017 | Mhaskar
Hrushikesh; Rosasco
Lorenzo; Miranda
Brando; Liao
Qianli; A Poggio
Tomaso | INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING |
| Computational vision for social intelligence | 2017 | Vignolo
Alessia; Sciutti
Alessandra; Rea
Francesco; Noceti
Nicoletta; Odone
Francesca; Sandini
Giulio | 2017 AAAI Spring Symposium |
| A toolbox for dynamic and connectivity CP analysis of neuronal spike trains data | 2017 | Pastore
Vito Paolo; Godjoski
Aleksandar; Martinoia
Sergio; Massobrio
Paolo | INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING |
| Investigating the use of space-time primitives to understand human movements | 2017 | Malafronte
Damiano; Goyal
Gaurvi; Vignolo
Alessia; Odone
Francesca; Noceti
Nicoletta | IMAGE ANALYSIS AND PROCESSING,(ICIAP 2017), PT I IMAGE ANALYSIS AND PROCESSING,(ICIAP 2017), PT I |
| Calculus Problems | 2016 | Baronti
Marco; DE MARI CASARETO DAL VERME
Filippo; VAN DER PUTTEN
Robertus; Venturi
Irene | |
| Lower semi-continuity for non-coercive polyconvex integrals in the limit case | 2016 | De Philippis
G.; Di Marino
S.; Focardi
M. | PROCEEDINGS OF THE ROYAL SOCIETY OF EDINBURGH. SECTION A. MATHEMATICS |
| Stochastic gradient methods for stochastic model predictive control | 2016 | Themelis
Andreas; Villa
Silvia; Patrinos
Panagiotis; Bemporad
Alberto | 2016 EUROPEAN CONTROL CONFERENCE (ECC) 2016 EUROPEAN CONTROL CONFERENCE (ECC) |
| Predicting multiple sclerosis disease course with patient centred outcomes (PCOs): a machine learning approach | 2016 | Brichetto
Giampaolo; Fiorini
Samuele; Ponzio
M; Barla
Annalisa; Verri
Alessandro; Tacchino
Andrea | MULTIPLE SCLEROSIS JOURNAL MULTIPLE SCLEROSIS JOURNAL |
| Mice develop efficient strategies for foraging and navigation using complex natural stimuli | 2016 | Gire
D. H.; Kapoor
V.; Arrighi-Allisan
A.; Seminara
A.; Murthy
V. N. | CURRENT BIOLOGY |
| Biological movement detector enhances the attentive skills of humanoid robot iCub | 2016 | Vignolo
Alessia; Rea
Francesco; Noceti
Nicoletta; Sciutti
Alessandra; Odone
Francesca; Sandini
Giulio | IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS |
| Unsupervised learning of invariant representations | 2016 | Anselmi
Fabio; Leibo
Joel Z.; Rosasco
Lorenzo; Mutch
Jim; Tacchetti
Andrea; Poggio
Tomaso A. | THEORETICAL COMPUTER SCIENCE |
| Combining sensory modalities and exploratory procedures to improve haptic object recognition in robotics | 2016 | Bertrand
Higy; Ciliberto
Carlo; Rosasco
Lorenzo; Natale
Lorenzo | 2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids) |
| Enabling Depth-Driven Visual Attention on the iCub Humanoid Robot: Instructions for Use and New Perspectives | 2016 | Pasquale
Giulia; MAR HERNANDEZ
TANIS ADRIANO; Ciliberto
Carlo; Rosasco
Lorenzo; Natale
Lorenzo | FRONTIERS IN ROBOTICS AND AI |
| Measure sweeping processes | 2016 | Di Marino
S.; Maury
B.; Santambrogio
F. | JOURNAL OF CONVEX ANALYSIS |
| An integrated artificial vision framework for assisting visually impaired users | 2016 | Chessa
Manuela; Noceti
Nicoletta; Odone
Francesca; Solari
Fabio; SOSA GARCIA
Joan; Zini
Luca | COMPUTER VISION AND IMAGE UNDERSTANDING |
| From functional to structural connectivity using partial correlation in neuronal assemblies | 2016 | Poli
Daniele; Pastore
VITO PAOLO; Martinoia
Sergio; Massobrio
Paolo | JOURNAL OF NEURAL ENGINEERING |
| The linearized inverse problem in multifrequency electrical impedance tomography | 2016 | Alberti
Giovanni; Ammari
Habib; Jin
Bangti; Seo
Jin Keun; Zhang
Wenlong | SIAM JOURNAL ON IMAGING SCIENCES |
| Theory I: Why and When Can Deep Networks Avoid the Curse of Dimensionality? | 2016 | Poggio
Tomaso; Mhaskar
Hrushikesh; Rosasco
Lorenzo; Miranda
Brando; Liao
Qianli | |
| A computational model of biological motion detection based on motor invariants | 2016 | Vignolo
Alessia; Noceti
Nicoletta; Odone
Francesca; Rea
Francesco; Sciutti
Alessandra; Sandini
Giulio | PERCEPTION |
| Absence of Critical Points of Solutions to the Helmholtz Equation in 3D | 2016 | Alberti
Giovanni | ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS |
| Positive-energy D-bar method for acoustic tomography: A computational study | 2016 | V De Hoop
Maarten; Lassas
Matti; Santacesaria
Matteo; Siltanen
Samuli; P Tamminen
Janne | INVERSE PROBLEMS |
| Adaptive Body Gesture Representation for Automatic Emotion Recognition | 2016 | Piana
Stefano; Stagliano'
Alessandra; Odone
Francesca; Camurri
Antonio | ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS |
| Enhancing Interpretability of Gene Signatures with Prior Biological Knowledge | 2016 | Squillario
Margherita; Barbieri
Matteo; Verri
Alessandro; Barla
Annalisa | MICROARRAYS |
| Generalization properties and implicit regularization for multiple passes SGM | 2016 | Junhong
Lin; Camoriano
Raffaello; Rosasco
Lorenzo | 33rd International Conference on Machine Learning (ICML 2016) |
| Probing phenotypic growth in expanding Bacillus subtilis biofilms | 2016 | Wang
X.; Koehler
S. A.; Wilking
J. N.; Sinha
N. N.; Cabeen
M. T.; Srinivasan
S.; Seminara
A.; Rubinstein
S.; Sun
Q.; Brenner
M. P.; Weitz
D. A. | APPLIED MICROBIOLOGY AND BIOTECHNOLOGY |
| ToolConnect: A Functional Connectivity Toolbox for In vitro Networks | 2016 | Pastore
VITO PAOLO; Poli
Daniele; Godjoski
Aleksandar; Martinoia
Sergio; Massobrio
Paolo | FRONTIERS IN NEUROINFORMATICS |
| Optimal Learning for Multi-pass Stochastic Gradient Methods | 2016 | Lin
Junhong; Rosasco
Lorenzo | JOURNAL OF MACHINE LEARNING RESEARCH |
| Holographic embeddings of knowledge graphs | 2016 | Nickel
Maximilian; Rosasco
Lorenzo; Poggio
Tomaso A. | THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE |
| Portable and fast text detection | 2016 | Zini
Luca; Odone
Francesca | MACHINE VISION AND APPLICATIONS |
| Active perception: Building objects' models using tactile exploration | 2016 | Jamali
Nawid; Ciliberto
Carlo; Rosasco
Lorenzo; Natale
Lorenzo | 2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids) |
| A prototype application for long-time behavior modeling and abnormal events detection | 2016 | Noceti
Nicoletta; Odone
Francesca | 11th International Conference on Computer Graphics Theory and Application, GRAPP 2016; Part of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2016 |
| Incremental semiparametric inverse dynamics learning | 2016 | Camoriano
Raffaello; Traversaro
Silvio; Rosasco
Lorenzo; Metta
Giorgio; Francesco
Nori | 2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA) 2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA) |
| On invariance and selectivity in representation learning | 2016 | Anselmi
Fabio; Rosasco
Lorenzo; Poggio
Tomaso A. | INFORMATION AND INFERENCE.. |
| On local non-zero constraints in PDE with analytic coefficients | 2016 | Alberti
Giovanni; Capdeboscq
Yves | IMAGING, MULTI-SCALE AND HIGH CONTRAST PARTIAL DIFFERENTIAL EQUATIONS IMAGING, MULTI-SCALE AND HIGH CONTRAST PARTIAL DIFFERENTIAL EQUATIONS |
| Iterative regularization for learning with convex loss functions | 2016 | Lin
Junhong; Rosasco
Lorenzo; Zhou
Ding-Xuan | JOURNAL OF MACHINE LEARNING RESEARCH |
| Object identification from few examples by improving the invariance of a Deep Convolutional Neural Network | 2016 | Pasquale
Giulia; Ciliberto
Carlo; Rosasco
Lorenzo; Natale
Lorenzo | 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) |
| NYTRO: When Subsampling Meets Early Stopping | 2016 | Camoriano
Raffaello; Angles
Tomás; Rudi
Alessandro; Rosasco
Lorenzo | ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 51 ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 51 |
| Stochastic Forward---Backward Splitting for Monotone Inclusions | 2016 | Rosasco
Lorenzo; Silvia
Villa; Bang Công Vũ
; Villa
Silvia | JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS |
| PALLADIO: A parallel framework for robust variable selection in high-dimensional data | 2016 | Barbieri
Matteo; Fiorini
Samuele; Tomasi
Federico; Barla
Annalisa | PROCEEDINGS OF PYHPC2016: 6TH WORKSHOP ON PYTHON FOR HIGH-PERFORMANCE AND SCIENTIFIC COMPUTING PROCEEDINGS OF PYHPC2016: 6TH WORKSHOP ON PYTHON FOR HIGH-PERFORMANCE AND SCIENTIFIC COMPUTING |
| The adiabatic strictly-correlated-electrons functional: Kernel and exact properties | 2016 | Lani
G.; Di Marino
S.; Gerolin
A.; Van Leeuwen
R.; Gori-Giorgi
P. | PHYSICAL CHEMISTRY CHEMICAL PHYSICS |
| A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions | 2016 | Rosasco
Lorenzo; Villa
Silvia; Vũ
Băng Công | OPTIMIZATION |
| Multi-frequency acousto-electromagnetic tomography | 2016 | Alberti
Giovanni; Ammari
Habib; Ruan
Kaixi | PANORAMA OF MATHEMATICS: PURE AND APPLIED PANORAMA OF MATHEMATICS: PURE AND APPLIED |
| Different Faces of the Shearlet Group | 2016 | Dahlke
Stephan; DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto; Häuser
Sören; Steidl
Gabriele; Teschke
Gerd | THE JOURNAL OF GEOMETRIC ANALYSIS |
| Uniqueness issues for evolution equations with density constraints | 2016 | Di Marino
S.; Meszaros
A. R. | MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES |
| A Consistent Regularization Approach for Structured Prediction | 2016 | Ciliberto
Carlo; Rosasco
Lorenzo; Rudi
Alessandro | Thirtieth Conference on Neural Information Processing Systems, NIPS 2016 |
| L’Ora del Codice è arrivata a Genova! | 2015 | Ancona
Davide; Barla
Annalisa; Catania
Barbara; Delzanno
Giorgio; Guerrini
Giovanna; Mascardi
Viviana; Odone
Francesca; Ribaudo
Marina | MONDO DIGITALE |
| Learning multiple visual tasks while discovering their structure | 2015 | Ciliberto
Carlo; Rosasco
Lorenzo; Villa
Silvia | 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) |
| Enforcing Local Non-Zero Constraints in PDEs and Applications to Hybrid Imaging Problems | 2015 | Alberti
Giovanni | COMMUNICATIONS IN PARTIAL DIFFERENTIAL EQUATIONS |
| Less is more: Nyström computational regularization | 2015 | Rudi
Alessandro; Camoriano
Raffaello; Rosasco
Lorenzo | 29. Annual Conference on Neural Information Processing Systems (NIPS 2015) |
| Learning with incremental iterative regularization | 2015 | Rosasco
Lorenzo; Villa
Silvia | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015) |
| A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes | 2015 | Fiorini
Samuele; Verri
Alessandro; Tacchino
Andrea; Ponzio
Michela; Brichetto
Giampaolo; Barla
Annalisa | IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS |
| The p-weak gradient depends on p | 2015 | di Marino
S.; Speight
G. | PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY |
| The Use of Representations in Applied Harmonic Analysis | 2015 | De Mari
Filippo; De Vito
Ernesto | HARMONIC AND APPLIED ANALYSIS: FROM GROUPS TO SIGNALS HARMONIC AND APPLIED ANALYSIS: FROM GROUPS TO SIGNALS |
| Modeling the development of visual perception with computational vision | 2015 | Noceti
Nicoletta; Sciutti
Alessandra; Vignolo
Alessia; Rea
Francesco; Odone
Francesca; Sandini
Giulio | PERCEPTION |
| Multimarginal Optimal Transport Maps for one dimensional Repulsive Costs | 2015 | Colombo
M; De Pascale
L; Di Marino
S | CANADIAN JOURNAL OF MATHEMATICS-JOURNAL CANADIEN DE MATHEMATIQUES |
| Improving disease course detection in multiple sclerosis: an alternative patient-reported outcomes-based strategy | 2015 | Brichetto
Giampaolo; Fiorini
Samuele; Tacchino
Andrea; Ponzio
Michela; Barla
Annalisa; Verri
Alessandro | MULTIPLE SCLEROSIS |
| A Hölder-logarithmic stability estimate for an inverse problem in two dimensions | 2015 | Santacesaria
Matteo | JOURNAL OF INVERSE AND ILL-POSED PROBLEMS |
| On multiple frequency power density measurements II: The full Maxwell's equations | 2015 | Alberti
Giovanni | JOURNAL OF DIFFERENTIAL EQUATIONS |
| Object segmentation using independent motion detection | 2015 | KISHORE KUMAR
SRIRAM KUMAR; Odone
Francesca; Noceti
Nicoletta; Natale
Lorenzo | 2015 IEEE-RAS 15TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2015 IEEE-RAS 15TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) |
| Teaching iCub to recognize objects using deep convolutional neural networks | 2015 | Pasquale
Giulia; Ciliberto
Carlo; Odone
Francesca; Rosasco
Lorenzo; Natale
Lorenzo | MLIS'15 Proceedings of the 4th International Conference on Machine Learning for Interactive Systems |
| Estimating human actions affinities across views | 2015 | Noceti
Nicoletta; Sciutti
Alessandra; Rea
Francesco; Odone
Francesca; Sandini
Giulio | 10th International Conference on Computer Vision Theory and Applications, VISAPP 2015 |
| Phosphatidylinositol-4-phosphate-dependent membrane traffic is critical for fungal filamentous growth | 2015 | Ghugtyal
V.; Garcia-Rodas
R.; Seminara
A.; Schaub
S.; Bassilana
M.; Arkowitz
R. A. | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope | 2015 | Ambrosio
Luigi; Colombo
Maria; DI MARINO
Simone | ADVANCED STUDIES IN PURE MATHEMATICS |
| Enhancing signal discontinuities with shearlets: An application to corner detection | 2015 | DUVAL POO
MIGUEL ALEJANDRO; Odone
Francesca; DE VITO
Ernesto | IMAGE ANALYSIS AND PROCESSING - ICIAP 2015, PT II IMAGE ANALYSIS AND PROCESSING - ICIAP 2015, PT II |
| Online space-variant background modeling with sparse coding | 2015 | Stagliano'
Alessandra; Noceti
Nicoletta; Verri
Alessandro; Odone
Francesca | IEEE TRANSACTIONS ON IMAGE PROCESSING |
| On the duality between p-modulus and probability measures | 2015 | Ambrosio
Luigi; DI MARINO
Simone; Savaré
Giuseppe | JOURNAL OF THE EUROPEAN MATHEMATICAL SOCIETY |
| Edges and Corners With Shearlets | 2015 | DUVAL POO
MIGUEL ALEJANDRO; Odone
Francesca; DE VITO
Ernesto | IEEE TRANSACTIONS ON IMAGE PROCESSING |
| Equality between Monge and Kantorovich multimarginal problems with Coulomb cost | 2015 | Colombo
M.; Di Marino
S. | ANNALI DI MATEMATICA PURA ED APPLICATA |
| Characterizing the input-output function of the olfactory-limbic pathway in the guinea pig | 2015 | Luca Breschi
Gian; Ciliberto
Carlo; Nieus
Thierry; Rosasco
Lorenzo; Taverna
Stefano; Chiappalone
Michela; Pasquale
Valentina | COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE |
| Functional connectivity in in vitro neuronal assemblies | 2015 | Poli
Daniele; Pastore
VITO PAOLO; Massobrio
Paolo | FRONTIERS IN NEURAL CIRCUITS |
| Functional connectivity in cultured cortical networks during development: Comparison between correlation and information theory-based algorithms | 2015 | Poli
Daniele; Pastore
VITO PAOLO; Massobrio
Paolo; Martinoia
Sergio | INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING |
| Advances in dynamic modeling of colorectal cancer signaling-network regions, a path toward targeted therapies. | 2015 | Tortolina
Lorenzo; Duffy
Dj; Maffei
Massimo; Castagnino
Nicoletta; Carmody
Am; Kolch
W; Kholodenko
Bn; DE AMBROSI
Cristina; Barla
A; Biganzoli
Em; Nencioni
Alessio; Patrone
, et al. | ONCOTARGET |
| Computational model of biological motion detection: a path toward view-invariant action understanding | 2015 | Sandini
Giulio; Noceti
Nicoletta; Vignolo
Alessia; Sciutti
Alessandra; Rea
Francesco; Verri
Alessandro; Odone
Francesca | JOURNAL OF VISION |
| Cognition helps vision: Recognizing biological motion using invariant dynamic cues | 2015 | Noceti
Nicoletta; Sciutti
Alessandra; Sandini
Giulio | LECTURE NOTES IN COMPUTER SCIENCE |
| BMTDL for scene modeling on the SBI dataset | 2015 | Noceti
Nicoletta; Stagliano'
Alessandra; Verri
Alessandro; Odone
Francesca | NEW TRENDS IN IMAGE ANALYSIS AND PROCESSING - ICIAP 2015 WORKSHOPS NEW TRENDS IN IMAGE ANALYSIS AND PROCESSING - ICIAP 2015 WORKSHOPS |
| A new connectivity toolbox to infer topological features of in-vitro neural networks | 2015 | Pastore
VITO PAOLO; Poli
Daniele; Martinoia
Sergio; Massobrio
Paolo | IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS |
| Discriminative template learning in group-convolutional networks for invariant speech representations | 2015 | Zhang
Chiyuan; Voinea
Stephen; Evangelopoulos
Georgios; Rosasco
Lorenzo; Poggio
Tomaso | INTERSPEECH-2015 - Speech beyond Speech: Towards a Better Understanding of the Most Important Biosignal |
| Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm | 2015 | Masecchia
Salvatore; Coco
Simona; Barla
Annalisa; Verri
Alessandro; Tonini
Gian Paolo | BMC MEDICAL GENOMICS |
| Discovering discrete subword units with binarized autoencoders and hidden-Markov-model encoders | 2015 | Badino
Leonardo; Alessio
Mereta; Rosasco
Lorenzo | INTERSPEECH2015 |
| Banknote recognition as a CBIR problem | 2015 | SOSA GARCIA
Joan; Odone
Francesca | SIMILARITY SEARCH AND APPLICATIONS, SISAP 2015 SIMILARITY SEARCH AND APPLICATIONS, SISAP 2015 |
| Good practices on hand gestures recognition for the design of customized NUI | 2015 | Malafronte
Damiano; Noceti
Nicoletta | 10th International Conference on Computer Vision Theory and Applications, VISAPP 2015 |
| Deep Convolutional Networks are Hierarchical Kernel Machines | 2015 | Anselmi
Fabio; Rosasco
Lorenzo; Tan
Cheston; Poggio
Tomaso A. | CBMM Memo Series; 035 (arXiv:1508.01084) |
| Mean BoF per quadrant: Simple and effective way to embed spatial information in bag of features | 2015 | SOSA GARCIA
Joan; Odone
Francesca | 10th International Conference on Computer Vision Theory and Applications, VISAPP 2015 |
| Convex learning of multiple tasks and their structure | 2015 | Ciliberto
Carlo; Mroueh
Youssef; Poggio
Tomaso A.; Rosasco
Lorenzo | International Conference on Machine Learning, ICML 2015 |
| Convex Learning of Multiple Tasks and their Structure | 2015 | Ciliberto
Carlo; Mroueh
Youssef; Poggio
Tomaso; Rosasco
Lorenzo | ICML'15 32nd International conference on machine learning |
| Structured multi-class feature selection with an application to face recognition | 2015 | Zini
Luca; Fusco
Giovanni; Noceti
Nicoletta; Odone
Francesca | PATTERN RECOGNITION LETTERS |
| I-theory on depth vs width: hierarchical function composition | 2015 | Poggio
Tomaso; Anselmi
Fabio; Rosasco
Lorenzo | CBMM Memo Series; 041 |
| Human in groups: the importance of contextual information for collective activities classification | 2014 | Noceti
Nicoletta; Odone
Francesca | PATTERN RECOGNITION |
| Alternating proximal regularized dictionary learning. | 2014 | Salzo
Saverio; Masecchia
Salvatore; Verri
Alessandro; Barla
Annalisa | NEURAL COMPUTATION |
| Dictionary based pooling for object categorization | 2014 | Fanello
SEAN RYAN; Noceti
Nicoletta; Metta
Giorgio; Odone
Francesca | PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2 PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2 |
| Ask the Image: Supervised Pooling to Preserve Feature Locality | 2014 | Fanello
SEAN RYAN; Noceti
Nicoletta; Ciliberto
C.; Metta
Giorgio; Odone
Francesca | 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) |
| Partial correlation analysis for functional connectivity studies in cortical networks | 2014 | Poli
Daniele; Pastore
VITO PAOLO; Martinoia
Sergio; Massobrio
Paolo | Computational Neuroscience Meeting (CNS) |
| The Use of Platelet-rich Plasma Gel in Patients with Mixed Tumour Undergoing Superficial Parotidectomy: A Randomized Study | 2014 | M.
Scala; P.
Mereu; Spagnolo
Francesco; Massa
Michela; Barla
Annalisa; Mosci
Sofia; G.
Forno; A.
Ingenito; P.
Strada | IN VIVO |
| Exploiting global force torque measurements for local compliance estimation in tactile arrays2014 IEEE/RSJ International Conference on Intelligent Robots and Systems | 2014 | Ciliberto
Carlo; Fiorio
Luca; Marco
Maggiali; Natale
Lorenzo; Rosasco
Lorenzo; Metta
Giorgio; Sandini
Giulio; Nori
Francesco | IEEE International Conference on Intelligent Robots and Systems |
| Equivalent definitions of BV space and of total variation on metric measure spaces | 2014 | Ambrosio
L; Di Marino
S | JOURNAL OF FUNCTIONAL ANALYSIS |
| The informative content of optical flow features of biological motion | 2014 | Sciutti
A; Noceti
N; Rea
F; Odone
F; Verri
A; Sandini
G | PERCEPTION |
| Regenerative Medicine for the Treatment of Teno-desmic Injuries of the Equine. A Series of 150 Horses Treated with Platelet-derived Growth Factors | 2014 | M.
Scala; S.
Lenarduzzi; F.
Spagnolo; Trapasso
Maria; C.
Ottonello; A.
Muraglia; Barla
Annalisa; P.
Strada | IN VIVO |
| Proximal methods for the latent group lasso penalty | 2014 | Villa
Silvia; Rosasco
Lorenzo; Mosci
Sofia; Verri
Alessandro | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS |
| 3d stereo estimation and fully automated learning of eye-hand coordination in humanoid robots | 2014 | Sean Ryan
Fanello; Ugo
Pattacini; Gori
Ilaria; Vadim
Tikhanoff; Marco
Randazzo; Roncone
Alessandro; Odone
Francesca; Metta
Giorgio | 2014 14TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2014 14TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) |
| Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than lipschitz complex coefficients | 2014 | Alberti
Giovanni; Capdeboscq
Yves | SIAM JOURNAL ON MATHEMATICAL ANALYSIS |
| Nutrient depletion in Bacillus subtilis biofilms triggers matrix production | 2014 | Zhang
W.; Seminara
A.; Suaris
M.; Brenner
M. P.; Weitz
D. A.; Angelini
T. E. | NEW JOURNAL OF PHYSICS |
| A Machine Learning Pipeline for Identification of Discriminant Pathways | 2014 | Barla
Annalisa; G.
Jurman; R.
Visintainer; Squillario
Margherita; M.
Filosi; S.
Riccadonna; C.
Furlanello | SPRINGER HANDBOOK OF BIO-/NEUROINFORMATICS SPRINGER HANDBOOK OF BIO-/NEUROINFORMATICS |
| Unsupervised Tissue Segmentation from Dynamic Contrast-Enhanced Magnetic Resonance Imaging | 2014 | G.
Chiusano; A.
Staglianò; Basso
Curzio; Verri
Alessandro | ARTIFICIAL INTELLIGENCE IN MEDICINE |
| Identification of Pathway Signatures in Parkinson’s Disease with Gene Ontology and Sparse Regularization | 2014 | Squillario
Margherita; Zycinski
Grzegorz; Barla
Annalisa; Verri
Alessandro | COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS: 10TH INTERNATIONAL MEETING COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS: 10TH INTERNATIONAL MEETING |
| Multi-View Matching of Articulated Objects | 2014 | Zini
Luca; Odone
Francesca; A.
Cavallaro | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY |
| Quantitative echography in primary uveal melanoma treated by proton beam therapy. | 2014 | C.
Mosci; F. B.
Lanza; Mosci
Sofia; Barla
Annalisa | CANADIAN JOURNAL OF OPHTHALMOLOGY-JOURNAL CANADIEN D OPHTALMOLOGIE |
| emotional charades | 2014 | Piana
Stefano; Stagliano'
Alessandra; Odone
Francesca; Camurri
Antonio | ICMI '14 Proceedings of the 16th International Conference on Multimodal Interaction |
| À propos de certains problèmes inverses hybrides | 2014 | Alberti
Giovanni; Capdeboscq
Yves | Séminaire Laurent Schwartz—Équations aux Dérivées Partielles et Applications. Année 2013–2014 |
| Regularized Dictionary Learning | 2014 | Barla
Annalisa; Salzo
Saverio; Verri
Alessandro | Regularization, Optimization, Kernels, and Support Vector Machines |
| A spectral graph kernel and its application to collective activities classification | 2014 | Noceti
Nicoletta; Odone
Francesca | 2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) |
| Learning sets with separating kernels | 2014 | DE VITO
Ernesto; Rosasco
Lorenzo; Toigo
Alessandro | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Geometrical and computational aspects of Spectral
Support Estimation for novelty detection | 2014 | Alessandro
Rudi; DE VITO
Ernesto; Odone
Francesca | PATTERN RECOGNITION LETTERS |
| Semi-supervised learning of sparse representations to recognize people spatial orientation | 2014 | Noceti
Nicoletta; Odone
Francesca | 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) |
| The mechanism of ascus firing - Merging biophysical and mycological viewpoints | 2014 | Trail
F.; Seminara
A. | FUNGAL BIOLOGY REVIEWS |
| Smart Security: Integrated Systems for Security Policies in Urban Environments | 2014 | DI BELLA
Enrico; Odone
Francesca; Corsi
Matteo; A.
Sillitti; R.
Breu | SMART CITY: HOW TO CREATE PUBLIC AND ECONOMIC VALUE WITH HIGH TECHNOLOGY IN URBAN SPACE SMART CITY: HOW TO CREATE PUBLIC AND ECONOMIC VALUE WITH HIGH TECHNOLOGY IN URBAN SPACE |
| iCub World: friendly robots help building good vision data-sets. | 2013 | Fanello
SEAN RYAN; Ciliberto
Carlo; Santoro
Matteo; Natale
Lorenzo; Metta
Giorgio; Rosasco
Lorenzo; Odone
Francesca | 2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) 2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) |
| Identifying relevant gene functions in Parkinson’s disease: a comparison between analysis pipelines. | 2013 | Squillario
Margherita; Zycinski
Grzegorz; Barla
Annalisa; Verri
Alessandro | CIBB 2013 |
| Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas | 2013 | S.
Mascelli; Barla
Annalisa; A.
Raso; Mosci
Sofia; P.
Nozza; R.
Biassoni; G.
Morana; M.
Huber; C.
Mircean; D.
Fasulo; K.
Noy; G.
, et al. | BMC CANCER |
| A natural O-ring optimizes the dispersal of fungal spores | 2013 | Fritz
J. A.; Seminara
A.; Roper
M.; Pringle
A.; Brenner
M. P. | JOURNAL OF THE ROYAL SOCIETY INTERFACE |
| Keep It Simple And Sparse: Real-Time Action Recognition | 2013 | Fanello
SEAN RYAN; Gori
Ilaria; Metta
Giorgio; Odone
Francesca | JOURNAL OF MACHINE LEARNING RESEARCH |
| Parameter Space Exploration within Dynamic Simulations of Signaling Networks | 2013 | C.
De Ambrosi; Barla
Annalisa; Tortolina
Lorenzo; Castagnino
Nicoletta; R.
Pesenti; Verri
Alessandro; Ballestrero
Alberto; Patrone
Franco; Parodi
Silvio | MATHEMATICAL BIOSCIENCES AND ENGINEERING |
| A compositional approach for 3D arm-hand action
recognition. | 2013 | Gori
Ilaria; Fanello
SEAN RYAN; Odone
Francesca; Metta
Giorgio | 2013 IEEE WORKSHOP ON ROBOT VISION (WORV) 2013 IEEE WORKSHOP ON ROBOT VISION (WORV) |
| Reproducing subgroups of Sp(2,R). Part II: admissible vectors | 2013 | Alberti
Giovanni; DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto; Mantovani
Lucia | MONATSHEFTE FÜR MATHEMATIK |
| What epipolar geometry can do for video-surveillance | 2013 | Noceti
Nicoletta; Balduzzi
Luigi; Odone
Francesca | IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1 IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1 |
| Dictionary learning improves subtyping of breast cancer aCGH data | 2013 | Masecchia
Salvatore; Barla
Annalisa; Salzo
Saverio; Verri
Alessandro | 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) |
| An extension of Mercer theorem to matrix-valued measurable kernels | 2013 | DE VITO
Ernesto; Umanita'
Veronica; Villa
Silvia | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Nonparametric Sparsity and Regularization | 2013 | Rosasco
Lorenzo; Villa
Silvia; Mosci
Sofia; Santoro
M.; Verri
A. | JOURNAL OF MACHINE LEARNING RESEARCH |
| On learnability, complexity and stability | 2013 | Villa
Silvia; Rosasco
Lorenzo; Poggio
Tomaso | Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik |
| Reproducing subgroups of Sp(2,R).
Part I: algebraic classification | 2013 | Alberti
Giovanni; Balletti
Luca; DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto | JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS |
| On the impact of learning hierarchical representations for visual recognition in robotics | 2013 | Carlo
Ciliberto; Sean
Fanello; Matteo
Santoro; Lorenzo
Natale; Giorgio
Metta; Rosasco
Lorenzo | International Conference on Intelligent Robots and Systems |
| Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data | 2013 | Zycinski
Grzegorz; Barla
Annalisa; Squillario
Margherita; T.
Sanavia; B.
Di Camillo; Verri
Alessandro | SOURCE CODE FOR BIOLOGY AND MEDICINE |
| Precise people counting in real time | 2013 | Zini
Luca; Noceti
Nicoletta; Odone
Francesca | 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) |
| Monochromatic reconstruction algorithms for two-dimensional multi-channel inverse problems | 2013 | G Novikov
Roman; Santacesaria
Matteo | INTERNATIONAL MATHEMATICS RESEARCH NOTICES |
| On the sample complexity of subspace learning | 2013 | Alessandro
Rudi; Guillermo
Canas; Rosasco
Lorenzo | NIPS |
| New global stability estimates for the Calderón problem in two dimensions | 2013 | Santacesaria
Matteo | JOURNAL OF THE INSTITUTE OF MATHEMATICS OF JUSSIEU |
| Regenerative surgery for the definitive repair of chronic ulcers: a series of 34 cases treated with platelet-derived growth factors. | 2013 | Spagnolo
Francesco; Trapasso
Maria; S.
Monteghirfo; Barla
Annalisa; M.
Scala | PLASTIC AND RECONSTRUCTIVE SURGERY |
| Admissible vectors for mock metaplectic representations | 2013 | DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Neural model with particle swarm optimization Kalman learning for forecasting in smart grids | 2013 | Alanis
Alma Y; Ricalde
Luis J.; Simetti
Chiara; Odone
Francesca | MATHEMATICAL PROBLEMS IN ENGINEERING |
| Accelerated and Inexact Forward-Backward Algorithms | 2013 | Villa
Silvia; Salzo
Saverio; L.
Baldassarre; Verri
Alessandro | SIAM JOURNAL ON OPTIMIZATION |
| Structured multi-class feature selection for effective face recognition | 2013 | Fusco
Giovanni; Zini
Luca; Noceti
Nicoletta; Odone
Francesca | IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1 IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1 |
| One-shot learning for real-time action recognition. | 2013 | Fanello
SEAN RYAN; Gori
Ilaria; Metta
Giorgio; Odone
Francesca | PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2013 PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2013 |
| Multi-class image classification: sparsity does it better | 2013 | Fanello
SEAN RYAN; Noceti
Nicoletta; Metta
Giorgio; Odone
Francesca | VISAPP: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. |
| Action-based multi-camera synchronization | 2013 | Zini
Luca; A.
Cavallaro; Odone
Francesca | IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS |
| A dictionary learning based method for aCGH segmentation | 2013 | Masecchia
Salvatore; Salzo
Saverio; Barla
Annalisa; Verri
Alessandro | ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning |
| An extension of Mercer theorem to matrix-valued measurable kernels | 2013 | De Vito
E.; Umanit(`a)
V.; Villa
S. | APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS |
| Background modeling through dictionary learning | 2013 | Stagliano'
Alessandra; Noceti
Nicoletta; Verri
Alessandro; Odone
Francesca | 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) |
| Stability estimates for an inverse problem for the Schrödinger equation at negative energy in two dimensions | 2013 | Santacesaria
Matteo | APPLICABLE ANALYSIS |
| Gurls: A least squares library for supervised learning | 2013 | Andrea
Tacchetti; Pavan
Mallapragada; Rosasco
Lorenzo; Matteo
Santoro | JOURNAL OF MACHINE LEARNING RESEARCH |
| On multiple frequency power density measurements | 2013 | Alberti
Giovanni | INVERSE PROBLEMS |
| Learning probability measures with respect to optimal transport metrics | 2012 | Canas
Guillermo; Rosasco
Lorenzo | NIPS |
| Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma | 2012 | Masecchia
Salvatore; Barla
Annalisa; Squillario
Margherita; Simona
Coco; Verri
Alessandro; Gian Paolo
Tonini | 11th European Conference on Computational Biology |
| Convergence analysis of a proximal Gauss-Newton method | 2012 | Salzo
Saverio; Villa
Silvia | COMPUTATIONAL OPTIMIZATION AND APPLICATIONS |
| Analysis of a Parkinson’s dataset: comparison between KDVS and the Standard pipeline | 2012 | Squillario
Margherita; Zycinski
Grzegorz; Masecchia
Salvatore; Verri
Alessandro; Barla
Annalisa | 11th European Conference on Computational Biology |
| All gestures you can: a memory game against a humanoid robot | 2012 | Gori
Ilaria; Fanello
SEAN RYAN; Odone
Francesca; Metta
Giorgio | 2012 12TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2012 12TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) |
| Adaptive Optimization for Cross Validation | 2012 | Rudi
A; Chiusano
G; Verri
Alessandro | 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning |
| A Distinct Gene-Expression Profile in Pediatric Ganglioglioma | 2012 | Samantha
Mascelli; Alessandro
Raso; Barla
Annalisa; Paolo
Nozza; Roberto
Biassoni; Sara
Pignatelli; Cama
Armando; Verri
Alessandro; Valeria
Capra; Marialuisa
Garrè | NEURO-ONCOLOGY NEURO-ONCOLOGY |
| Dynamic simulations of pathways downstream of TGF-β , Wnt and EGF-family grow- th factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors | 2012 | Tortolina
Lorenzo; Castagnino
Nicoletta; DE AMBROSI
Cristina; Barla
Annalisa; Verri
Alessandro; Zoppoli
Gabriele; Bagnasco
Luca; D.
Piras; Patrone
Franco; Ballestrero
Alberto; Parodi
Silvio | New Challenges for Cancer Systems Biomedicine |
| Learning common behaviors from large sets of unlabeled temporal series | 2012 | Noceti
Nicoletta; Odone
Francesca | IMAGE AND VISION COMPUTING |
| Osmotic spreading of Bacillus subtilis biofilms driven by an extracellular matrix | 2012 | Seminara
A.; Angelini
T. E.; Wilking
J. N.; Vlamakis
H.; Ebrahim
S.; Kolter
R.; Weitz
D. A.; Brenner
M. P. | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy. | 2012 | Mosci
C; Lanza
Fb; Barla
Annalisa; Mosci
Sofia; Hérault
J; Anselmi
L; Truini
M. | OPHTHALMOLOGICA |
| Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment | 2012 | Barbara Di
Camillo; Tiziana
Sanavia; Matteo
Martini; Giuseppe
Jurman; Francesco
Sambo; Barla
Annalisa; Squillario
Margherita; Cesare
Furlanello; Gianna
Toffolo; Claudio
Cobelli | PLOS ONE |
| Inexact and accelerated proximal point algorithms | 2012 | Salzo
Saverio; Villa
Silvia | JOURNAL OF CONVEX ANALYSIS |
| Combining retrieval and classification for real-time face recognition | 2012 | Fusco
Giovanni; Noceti
Nicoletta; Odone
Francesca | 2012 IEEE NINTH INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL-BASED SURVEILLANCE (AVSS) 2012 IEEE NINTH INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL-BASED SURVEILLANCE (AVSS) |
| Dynamic simulations of pathways downstream of TGF-beta , Wnt and EGF-family growth factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors | 2012 | Tortolina
Lorenzo; Castagnino
Nicoletta; Ambrosi
C. De; Barla
Annalisa; Verri
Alessandro; Zoppoli
G.; Bagnasco
Luca; Piras
Daniela; Patrone
Franco; Ballestrero
Alberto | CURRENT CANCER DRUG TARGETS CURRENT CANCER DRUG TARGETS |
| Global stability for the multi-channel Gel'fand-Calderón inverse problem in two dimensions | 2012 | Santacesaria
Matteo | BULLETIN DES SCIENCES MATHEMATIQUES |
| Gel'fand-Calderón's inverse problem for anisotropic conductivities on bordered surfaces in ℝ3 | 2012 | Henkin
Gennadi; Santacesaria
Matteo | INTERNATIONAL MATHEMATICS RESEARCH NOTICES |
| A wind speed neural model with particle swarm optimization Kalman learning | 2012 | Alanis
Alma Y; Simetti
Chiara; Ricalde
Luis J.; Odone
Francesca | 2012 WORLD AUTOMATION CONGRESS (WAC) 2012 WORLD AUTOMATION CONGRESS (WAC) |
| Consistency of Learning Algorithms Using Attouch–Wets Convergence | 2012 | Villa
Silvia; Rosasco
Lorenzo; Mosci
Sofia; Verri
Alessandro | OPTIMIZATION |
| A Machine Learning Pipeline For Discriminant Pathways Identification | 2012 | Barla
Annalisa; G.
Jurman; R.
Visintainer; Squillario
Margherita; M.
Filosi; S.
Riccadonna; C.
Furlanello | Computational Intelligence Methods for Bioinformatics and Biostatistics - 8th International Meeting, CIBB 2011,Gargnano-Lago di Garda, Italy, June 30-July 2, 2011, Selected revised papers |
| Kernels for Vector-Valued Functions: A Review | 2012 | Mauricio A.
Álvarez; Rosasco
Lorenzo; Neil D.
Lawrence | |
| A vision-based navigation facility for planetary entry descent landing | 2012 | P.
Lanza; Noceti
Nicoletta; C.
Maddaleno; A.
Toma; Zini
Luca; Odone
Francesca | COMPUTER VISION - ECCV 2012, PT II COMPUTER VISION - ECCV 2012, PT II |
| Novel automated system for Magnetic Resonance Imaging quantification of the inflamed synovial membrane volume in patients with juvenile idiopathic arthritis. | 2012 | Malattia
Clara; Damasio
M. B.; Basso
C.; Santoro
M.; Verri
Alessandro; Pederzoli
SILVIA MARIA RITA; Mattiuz
C.; Viola
S.; Buoncompagni
A.; Madeo
A.; Mazzoni
M.; Rosendahl
, et al. | ARTHRITIS CARE & RESEARCH |
| Multiclass learning with simplex coding | 2012 | Youssef
Mroueh; Tomaso
Poggio; Jean Jaques
Slotine; Rosasco
Lorenzo | NIPS |
| Multi-Output Learning via Spectral Filtering | 2012 | Baldassarre
L; Rosasco
Lorenzo; Barla
Annalisa; Verri
Alessandro | MACHINE LEARNING |
| Learning manifolds with k-means and k-flats | 2012 | Guillermo
Canas; Tomaso
Poggio; Rosasco
Lorenzo | NIPS |
| Discriminant functional gene groups identification with machine learning and prior knowledge | 2012 | Zycinski
Grzegorz; Squillario
Margherita; Barla
Annalisa; T.
Sanavia; Verri
Alessandro; B.
Di Camillo | The 20 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - Proceedings |
| Is There Sparsity Beyond Additive Models? | 2012 | Mosci
S.; Rosasco
Lorenzo; Santoro
M.; Verri
Alessandro; Villa
S. | IFAC PROCEEDINGS VOLUMES |
| Dynamic Simulations of Kidney Exchanges | 2011 | Beccuti
M.; Fragnelli
V.; Franceschinis
GIULIANA ANNAMARIA; Villa
S. | OPERATIONS RESEARCH PROCEEDINGS 2010 OPERATIONS RESEARCH PROCEEDINGS 2010 |
| A molecular based subtyping in juvenile idiopathic arthritis (JIA) | 2011 | Squillario
Margherita; Malattia
Clara; Basso
Curzio; Barla
Annalisa | 19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology |
| Parameter Space Exploration within Dynamic Simulations of a Signaling Network Downstream of TGF-beta, WNT and EGF-family growth factors, with reference to colorectal cancer | 2011 | Barla
Annalisa; DE AMBROSI
Cristina; Tortolina
Lorenzo; Castagnino
Nicoletta; Pesenti
R.; Verri
Alessandro; Ballestrero
Alberto; Patrone
F.; Parodi
S. | Workshop on MATHEMATICAL ONCOLOGY: NEW CHALLENGES FOR SYSTEMS BIOMEDICINE |
| Gene Ontology based classification improves prediction and gene signature interpretability. | 2011 | Tiziana
Sanavia; Aler
Crepaldi; Barla
Annalisa; Barbara Di
Camillo | NETTAB 2011 |
| Dynamic Simulations of Pathway Cross-talks Relevant in Colorectal Cancer: A Quantitative Parameter Sensitivity Analysis | 2011 | DE AMBROSI
Cristina; Barla
Annalisa; Tortolina
Lorenzo; Castagnino
Nicoletta; R.
Pesenti; Verri
Alessandro; Ballestrero
Alberto; Patrone
Franco; Parodi
Silvio | Network Tools and Applications in Biology (NETTAB) Workshop |
| Spectral Clustering with More than K Eigenvectors | 2011 | Rebagliati
N; Verri
Alessandro | NEUROCOMPUTING |
| A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization. | 2011 | DE VITO
Ernesto; Villa
Silvia; Umanita'
Veronica | JOURNAL OF COMPLEXITY |
| PADDLE: Proximal Algorithm for Dual Dictionaries LEarning | 2011 | Basso
Curzio; Santoro
M; Verri
Alessandro; Villa
Silvia | ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2011, PT I ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2011, PT I |
| DCE-MRI Analysis Using Sparse Adaptive Representations | 2011 | Chiusano
G; Stagliano'
A; Basso
Curzio; Verri
Alessandro | MACHINE LEARNING IN MEDICAL IMAGING MACHINE LEARNING IN MEDICAL IMAGING |
| Bacterial biofilm shows persistent resistance to liquid wetting and gas penetration | 2011 | Epstein
A. K.; Pokroy
B.; Seminara
A.; Aizenberg
J. | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| Global uniqueness and reconstruction for the multi-channel Gel'fand-Calderón inverse problem in two dimensions | 2011 | Novikov
Roman G.; Santacesaria
Matteo | BULLETIN DES SCIENCES MATHEMATIQUES |
| Biofilms as complex fluids | 2011 | Wilking
J. N.; Angelini
T. E.; Seminara
A.; Brenner
M. P.; Weitz
D. A. | MRS BULLETIN |
| Uncovering Candidate Biomarkers for Alzheimer's and Parkison's Diseases with Regularization Methods and Prior Knowledge | 2011 | Squillario
Margherita; Masecchia
Salvatore; Zycinski
Grzegorz; Barla
Annalisa | Proceedings of AD/PD 2011 |
| A machine learning pipeline for discriminant pathways identification | 2011 | Barla
Annalisa; G.
Jurman; R.
Visintainer; Squillario
Margherita; M.
Filosi; S.
Riccadonna; C.
Furlanello | CIBB 2011 |
| A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study | 2011 | Margherita
Squillario; Barla
Annalisa | BMC MEDICAL GENOMICS |
| Some Recent Advances in Multiscale Geometric Analysis of Point CloudsWavelets and Multiscale Analysis | 2011 | Guangliang
Chen; Anna V.
Little; Mauro
Maggioni; Rosasco
Lorenzo | WAVELETS AND MULTISCALE ANALYSIS: THEORY AND APPLICATIONS WAVELETS AND MULTISCALE ANALYSIS: THEORY AND APPLICATIONS |
| Effects of Parameter Space Exploration within Dynamic Simulations of Pathways Downstream of Erbb-family on Breast Cancer | 2011 | DE AMBROSI
Cristina; Tortolina
Lorenzo; Castagnino
Nicoletta; R.
Pesenti; Barla
Annalisa; Verri
Alessandro; Ballestrero
Alberto; Parodi
Silvio | 8th Annual Meeting of the Bioinformatics Italian Society |
| SVS: Data and knowledge integration in computational biology | 2011 | Zycinski
Grzegorz; Barla
Annalisa; Verri
Alessandro | 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) |
| Efficient pedestrian detection with group lasso | 2011 | Zini
Luca; Odone
Francesca | 2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS) 2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS) |
| Learning behavioral patterns of time series for video-surveillance | 2011 | Noceti
Nicoletta; Santoro
Matteo; Odone
Francesca | MACHINE LEARNING FOR VISION-BASED MOTION ANALYSIS: THEORY AND TECHNIQUES MACHINE LEARNING FOR VISION-BASED MOTION ANALYSIS: THEORY AND TECHNIQUES |
| Using object affordances to improve object recognition | 2011 | Castellini
C; Tommasi
T; Noceti
Nicoletta; Odone
Francesca; Caputo
B. | IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT |
| Mechanism of nanostructure movement under an electron beam and its application in patterning | 2011 | Seminara
A.; Pokroy
B.; Kang
S. H.; Brenner
M. P.; Aizenberg
J. | PHYSICAL REVIEW. B, CONDENSED MATTER AND MATERIALS PHYSICS |
| Dispersal of fungal spores on a cooperatively generated wind | 2010 | Roper
M.; Seminara
A.; Bandi
M. M.; Cobb
A.; Dillard
H. R.; Pringle
A. | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| L1-L2 regularization framework for Alzheimer’s molecular characterization | 2010 | Barla
Annalisa; Masecchia
Salvatore; Squillario
Margherita | 18th Annual International Conference on Intelligent Systems for Molecular Biology |
| Learning how to grasp objects | 2010 | Barla
Annalisa; L.
Baldassarre; Noceti
Nicoletta; Odone
Francesca | Proc. of ESANN, European Symposium on Artificial Neural Net |
| Unsupervised video surveillance | 2010 | Noceti
Nicoletta; Odone
Francesca | Computer Vision - ACCV 2010 International Workshops, Queenstown, New Zealand, November 8-9, 2010, Revised Selected Papers, Part I |
| Rigidity of Carnot groups relative to multicontact structures | 2010 | DE MARI CASARETO DAL VERME
Filippo; A.
Ottazzi | PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY |
| Combining l1-l2 regularization with biological prior for multi-level hypoxia signature in Neuroblastoma | 2010 | Barla
Annalisa; Mosci
Sofia; Rosasco
Lorenzo; Verri
Alessandro; P.
Fardin; A.
Cornero; M.
Acquaviva; L.
Varesio | Workshop on Machine Learning in Systems Biology |
| A global stability estimate for the Gel'fand-Calderón inverse problem in two dimensions | 2010 | Novikov
Roman; Santacesaria
Matteo | JOURNAL OF INVERSE AND ILL-POSED PROBLEMS |
| Dimensional upper bounds for admissible subgroups for the metaplectic representation, | 2010 | Cordero
E.; DE MARI CASARETO DAL VERME
F.; Nowak
K.; Tabacco
A. | MATHEMATISCHE NACHRICHTEN |
| On an inverse problem for anisotropic conductivity in the plane | 2010 | Henkin
Gennadi; Santacesaria
Matteo | INVERSE PROBLEMS |
| An adaptive video surveillance architecture for behavior analysis | 2010 | L.
Zini; Noceti
Nicoletta; Odone
Francesca | Eurographics Italian Chapter COnference |
| A Biology-driven Approach Identifies the Hypoxia Gene Signature as a Predictor of the Outcome of Neuroblastoma Patients | 2010 | Fardin
P; Barla
Annalisa; Mosci
Sofia; Rosasco
Lorenzo; Verri
Alessandro; Caron
H; Molenaar
J; Ora
I; Eva
A; Puppo
M; Varesio
L. | MOLECULAR CANCER |
| Spectral Regularization for Support Estimation. | 2010 | DE VITO
Ernesto; Rosasco
Lorenzo; A.
Toigo | Twenty-Fourth Annual Conference on Neural Information Processing Systems |
| Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment | 2010 | Di Camillo
B.; Martini
M; Sanavia
T; Jurman
G; Sambo
F; Barla
Annalisa; Squillario
Margherita; Furlanello
C; Toffolo
G; Cobelli
C. | PLOS ONE PLOS ONE |
| Sparsity in Learning Theory | 2010 | C.
De Mol; DE VITO
Ernesto; Mosci
Sofia; Rosasco
Lorenzo; M.
Traskine; Verri
Alessandro | Oberwolfach Mini-Workshop: Wavelet and Multiscale Methods |
| Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions | 2010 | Umanita'
Veronica; Villa
Silvia | NUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION |
| Vector valued reproducing kernel Hilbert spaces and universality | 2010 | DE VITO
Ernesto; Carmeli
Claudio; Toigo
Alessandro; Umanita'
Veronica | ANALYSIS AND APPLICATIONS |
| On Learning with Integral Operators | 2010 | Rosasco
Lorenzo; M.
Belkin; DE VITO
Ernesto | JOURNAL OF MACHINE LEARNING RESEARCH |
| Vector Field Learning via Spectral Filtering | 2010 | Baldassarre
L; Rosasco
Lorenzo; Barla
Annalisa; Verri
Alessandro | MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT I MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT I |
| Functional characterization of Parkinson by high-throughput data analysis with l1l2 regularization | 2010 | Squillario
Margherita; Masecchia
Salvatore; Barla
Annalisa | 9th European Conference on Computational Biology |
| A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups | 2010 | Mosci
Sofia; Villa
Silvia; Verri
Alessandro; Rosasco
Lorenzo | 24th Annual Conference on Neural Information Processing Systems, December 6-9, 2010, Proceedings |
| Dynamic Contrast-Enhanced Magnetic Resonance Imaging in Assessment of Disease Activity in Patients with Juvenile Idiopathic Arthritis | 2010 | Malattia
Clara; Damasio
B; Basso
Curzio; Verri
Alessandro; Magnaguagno
F; Viola
S; Gattorno
M; Ravelli
Angelo; Toma'
P; Martini
Alberto | RHEUMATOLOGY |
| A Regularization Approach to Nonlinear Variable Selection | 2010 | Rosasco
Lorenzo; Santoro
M; Mosci
Sofia; Villa
Silvia; Verri
Alessandro | JOURNAL OF MACHINE LEARNING RESEARCH###1532-4435 |
| Relative Pose Estimation for Planetary Entry Descent Landing | 2010 | Zini
L; Odone
Francesca; Verri
Alessandro; Lanza
P; Marcer
A. | COMPUTER VISION - ACCV 2010 WORKSHOPS, PT II COMPUTER VISION - ACCV 2010 WORKSHOPS, PT II |
| Adaptive Kernel Methods via the Balancing Principle | 2010 | DE VITO
Ernesto; S.
Pereverzev; Rosasco
Lorenzo | FOUNDATIONS OF COMPUTATIONAL MATHEMATICS |
| Specific gene expression signatures of low-grade gliomas (LGG) | 2010 | Mascelli
S.; Raso
A.; Nozza
P.; Pignatelli
S.; Biassoni
R.; Barla
Annalisa; Mosci
Sofia; Rosasco
Lorenzo; Verri
Alessandro; Wittenberg
G.; Noy
K.; Mircean
, et al. | NEURO-ONCOLOGY NEURO-ONCOLOGY |
| Low-cost face biometry for the visually impaired | 2010 | Balduzzi
Luigi; Fusco
Giovanni; A.
Destrero; A.
Lovato; S.
Dini; M.
Mesiti; Odone
Francesca | IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications |
| A Randomized Algorithm for Spectral Clustering | 2010 | Rebagliati
N; Verri
Alessandro | 18th European Symposium on Artificial Neural Networks, |
| Identification of Multiple Hypoxia Signatures in Neuroblastoma Cell Lines by l1-l2 Regularization and Data Reduction | 2010 | Fardin
P; Cornero
A; Barla
Annalisa; Mosci
Sofia; Acquaviva
M; Rosasco
Lorenzo; Gambini
C; Verri
Alessandro; Varesio
L. | JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY |
| Solving Structured Sparsity Regularization with Proximal Methods | 2010 | Mosci
Sofia; Rosasco
Lorenzo; Santoro
M; Verri
Alessandro; Villa
Silvia | European Conference on Machine Learning and Knowledge Discovery in Databases, Barcelona, Spain, September 20-24, 2010, Proceedings. LNCS 6321 |
| An introduction to mocklets | 2010 | DE MARI CASARETO DAL VERME
Filippo; DE VITO
Ernesto | Oberwolfach Mini-Workshop: Shearlets |
| Clinical Evaluation of a (1,3)- -D-Glucan Assay for Presumptive Diagnosis of Pneumocystis jiroveci Pneumonia in Immunocompromised Patients | 2009 | V.
Del Bono; A.
Mularoni; E.
Furfaro; E.
Delfino; Rosasco
Lorenzo; F.
Miletich; C.
Viscoli | CLINICAL AND VACCINE IMMUNOLOGY |
| A classification architecture based on connected components for text detection in unconstrained environments | 2009 | Zini
L.; Destrero
A.; Odone
F. | AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE |
| Feature Selection for High-Dimensional Data | 2009 | Destrero
A; Mosci
Sofia; DE MOL
C; Verri
Alessandro; Odone
Francesca | COMPUTATIONAL MANAGEMENT SCIENCE |
| Deployment of a Regularized Feature Selection Framework on an Overlay Desktop Grid | 2009 | Barla
Annalisa; Ferrante
Marco | 2009 INTERNATIONAL WORKSHOP ON HIGH PERFORMANCE COMPUTATIONAL SYSTEMS BIOLOGY, PROCEEDINGS 2009 INTERNATIONAL WORKSHOP ON HIGH PERFORMANCE COMPUTATIONAL SYSTEMS BIOLOGY, PROCEEDINGS |
| Quantum Homodyne Tomography as an Informationally Complete Positive Operator Valued Measure | 2009 | Albini
Paolo; DE VITO
Ernesto; Toigo
Alessandro | JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL |
| Spatio-temporal constraints for on-line 3D object recognition in videos | 2009 | Noceti
Nicoletta; Delponte
E; Odone
Francesca | COMPUTER VISION AND IMAGE UNDERSTANDING |
| A Note on Perturbation Results for Learning Empirical Operators | 2009 | Rosasco
Lorenzo; M.
Belkin; DE VITO
Ernesto | COLT 2009-- 22ND ANNUAL CONFERENCE ON LEARNING THEORY |
| Segmentation of Inflamed Synovia in Multi-modal 3D MRI | 2009 | Basso
Curzio; Santoro
M; Verri
Alessandro; Esposito
M. | IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009, Proceedings |
| A Regularized Method for Selecting Nested Group of Genes from Microarray Data | 2009 | DE MOL
C; Mosci
Sofia; Traskine
M; Verri
Alessandro | JOURNAL OF COMPUTATIONAL BIOLOGY |
| A Regularized Framework for Feature Selection in Face Detection and Authentication | 2009 | Destrero
A; DE MOL
C; Odone
Francesca; Verri
Alessandro | INTERNATIONAL JOURNAL OF COMPUTER VISION |
| Combined motion and appearance models for robust object tracking in real-time | 2009 | Noceti
Nicoletta; A.
Destrero; A.
Lovato; Odone
Francesca | AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE |
| Machine learning techniques for biometrics | 2009 | Odone
Francesca; Pontil
M; Verri
Alessandro | HANDBOOK OF REMOTE BIOMETRICS FOR SURVEILLANCE AND SECURITY HANDBOOK OF REMOTE BIOMETRICS FOR SURVEILLANCE AND SECURITY |
| The l1-l2 Regularization Framework Unmasks the Hypoxia Signature Hidden in the Transcriptome of a Set of Heterogenous Neuroblastoma Cell Lines | 2009 | Fardin
P; Barla
Annalisa; Mosci
Sofia; Rosasco
Lorenzo; Verri
Alessandro; Varesio
L. | BMC GENOMICS |
| A Sparsity-Enforcing Method for Learning Face Features | 2009 | Destrero
A; DE MOL
C; Odone
Francesca; Verri
Alessandro | IEEE TRANSACTIONS ON IMAGE PROCESSING |
| Cloud droplet growth by condensation in homogeneous isotropic turbulence | 2009 | Lanotte
A. S.; Seminara
A.; Toschi
F. | JOURNAL OF THE ATMOSPHERIC SCIENCES |
| Towards a theoretical framework for learning multi-modal patterns for embodied agents | 2009 | Noceti
Nicoletta; B.
Caputo; C.
Castellini; L.
Baldassarre; Barla
Annalisa; Rosasco
Lorenzo; Odone
Francesca; Sandini
Giulio | IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS |
| Improving 3D shape retrieval with SVM | 2009 | Delponte
E.; Basso
C.; Odone
Francesca; Puppo
Enrico | GRAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS THEORY AND APPLICATIONS GRAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS THEORY AND APPLICATIONS |
| Elastic net regularization in learning theory | 2009 | C.
DE MOL; DE VITO
Ernesto; Rosasco
Lorenzo | JOURNAL OF COMPLEXITY |
| Mathematics of the Neural Response | 2009 | S.
Smale; Rosasco
Lorenzo; J.
Bouvrie; A.
Caponnetto; T.
Poggio | FOUNDATIONS OF COMPUTATIONAL MATHEMATICS |
| On Invariance in Hierarchical Models | 2009 | Jake V.
Bouvrie; Rosasco
Lorenzo; Tomaso
Poggio | Annual Conference on Neural Information Processing Systems |
| Incentive compatibility in kidney exchange problems | 2009 | Villa
S.; Patrone
F. | HEALTH CARE MANAGEMENT SCIENCE |
| Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France. | 2009 | C.
Mosci; Mosci
Sofia; Barla
Annalisa; Squarcia
Sandro; P.
Chauvel; N.
Iborra | EUROPEAN JOURNAL OF OPHTHALMOLOGY |
| A Method for Robust Variable Selection with Significance Assessment | 2008 | Barla
Annalisa; Mosci
Sofia; Rosasco
Lorenzo; Verri
Alessandro | 16th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 23-25, 2008, Proceedings |
| Unsupervised Learning of Behavioural Patterns for Video-Surveillance | 2008 | Noceti
Nicoletta; M.
Santoro; Odone
Francesca | Workshop on machine learning for vision-based motion analysis - in conjunction with ECCV 2008 |
| String-based Spectral Clustering for Understanding Human Behaviours | 2008 | Noceti
Nicoletta; M.
Santoro; Odone
Francesca | International WOrkshop THEMIS - Tracking Humans for the Evaluation of their Motion in Image Sequences |
| Spectral Algorithms for Supervised Learning | 2008 | LO GERFO
L.; Rosasco
Lorenzo; Odone
Francesca; DE VITO
Ernesto; Verri
Alessandro | NEURAL COMPUTATION |
| 3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques | 2008 | Castellani
U; Cortelazzo
G. M.; Cristani
M; Delponte
E; Fusiello
A; Giachetti
A; Mizzaro
S; Odone
Francesca; Puppo
Enrico; Scateni
R; Zanuttigh
P. | Sixth Eurographics Italian Chapter Conference |
| Finding structured gene signatures | 2008 | Mosci
Sofia; Barla
Annalisa; Verri
Alessandro; Rosasco
Lorenzo | 2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS 2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS |
| Entropy Conditions for $L_r$-Convergence of Empirical Processes | 2008 | A.
Caponnetto; DE VITO
Ernesto; M.
Pontil | ADVANCES IN COMPUTATIONAL MATHEMATICS |
| Vector valued regression for iron overload estimation2008 19th International Conference on Pattern Recognition | 2008 | Luca
Baldassarre; Barla
Annalisa; Gianesin
Barbara; Marinelli
Mauro | 2008 19th International Conference on Pattern Recognition |
| Generic well posedness in linear programming | 2008 | Lucchetti
Roberto; Radrizzani
Paola; Villa
Silvia | PACIFIC JOURNAL OF OPTIMIZATION |
| How winding is the coast of Britain? Conformal invariance of rocky shorelines | 2008 | Boffetta
G.; Celani
A.; Dezzani
D.; Seminara
A. | GEOPHYSICAL RESEARCH LETTERS |
| Machine learning methods for predictive proteomics | 2008 | Barla
Annalisa; G.
Jurman; S.
Riccadonna; S.
Merler; M.
Chierici; C.
Furlanello | BRIEFINGS IN BIOINFORMATICS |
| Analysis of Elastic-Net Regularization | 2008 | C.
De Mol; DE VITO
Ernesto; Rosasco
Lorenzo | Oberwolfach Mini-Workshop: Learning Theory and Approximation |
| A prototype system for unconstrained face verification BASED ON STATISTICAL LEARNING | 2008 | A.
Destrero; A.
Lovato; Odone
Francesca | Faces in 'Real-Life' Images: detection, alignment, recognition - Workshop in conjunction with ECCV 2008 |
| Algebraic stability indicators for ranked lists in molecular profiling | 2008 | G.
Jurman; S.
Merler; Barla
Annalisa; S.
Paoli; A.
Galea; C.
Furlanello | BIOINFORMATICS |
| A Regularized Approach to Feature Selection for Face Detection | 2007 | Destrero
A; De Mol
C; Odone
Francesca; Verri
Alessandro | COMPUTER VISION - ACCV 2007, PT II, PROCEEDINGS COMPUTER VISION - ACCV 2007, PT II, PROCEEDINGS |
| On Regularization Algorithms in Learning Theory | 2007 | Bauer
F; Rosasco
Lorenzo | JOURNAL OF COMPLEXITY |
| Classificazione predittiva per il profiling proteomico | 2007 | G.
Jurman; Barla
Annalisa; S.
Riccadonna; C.
Furlanello | Genomica e Proteomica Computazionale |
| Appearance-based 3D Object Recognition with Time-invariant Features | 2007 | Delponte
E; Noceti
Nicoletta; Odone
Francesca; Verri
Alessandro | 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS |
| A System for Face Detection and Tracking in Unconstrained Environments | 2007 | Destrero
A; Odone
Francesca; Verri
Alessandro | 2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE 2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE |
| Fitting 3D Morphable Models Using Implicit Representations | 2007 | Basso
Curzio; Verri
Alessandro | JOURNAL OF VIRTUAL REALITY AND BROADCASTING |
| Spatio-temporal constraints for matching view-based descriptions of 3D objects | 2007 | Delponte
E; Noceti
Nicoletta; Odone
Francesca; Verri
Alessandro | 8th International Workshop on Image Analysis for Multimedia Interactive Services, Santorini, Greece, June 6-8, 2007, Proceedings |
| Image Classification and Retrieval with Kernel Methods | 2007 | Odone
Francesca; Verri
Alessandro | KERNEL METHODS IN BIOENGINEERING, SIGNAL AND IMAGE PROCESSING KERNEL METHODS IN BIOENGINEERING, SIGNAL AND IMAGE PROCESSING |
| On Early Stopping in Gradient Descent Learning | 2007 | Yao
Y; Rosasco
Lorenzo | CONSTRUCTIVE APPROXIMATION |
| Semisupervised multiband segmentation for predictive proteomic analysis. | 2007 | Barla
Annalisa; B.
Irler; S.
Paoli; G.
Jurman; S.
Merler; C.
Furlanello | Congress of European Proteomics Association |
| Dimensionality Reduction and Generalization | 2007 | Mosci
Sofia; Rosasco
Lorenzo; Verri
Alessandro | 24th International Conference on Machine Learning |
| Role of turbulence for droplet condensation | 2007 | Celani
A.; Mazzino
Andrea; Seminara
A.; Tizzi
Marco | ADVANCES IN TURBULENCE XI ADVANCES IN TURBULENCE XI |
| On the regularization of sliding modes | 2007 | Levaggi
Laura; Villa
Silvia | SIAM JOURNAL ON OPTIMIZATION |
| Droplet condensation in two-dimensional Bolgiano turbulence | 2007 | Celani
A.; Mazzino
A.; Seminara
A.; Tizzi
M. | JOURNAL OF TURBULENCE |
| The Heisenberg group, SL(3, R) , and Rigidity | 2007 | DE MARI CASARETO DAL VERME
Filippo; A
Cowling; M
Eastwood; M
Mccallum | HARMONIC ANALYSIS, GROUP REPRESENTATIONS, AUTOMORPHIC FORMS AND INVARIANT THEORY: IN HONOR OF ROGER E. HOWE |
| A Grid Environment for High-Throughput Proteomics | 2007 | Mario
Cannataro; Barla
Annalisa; Roberto
Flor; Giuseppe
Jurman; Stefano
Merler; Silvano
Paoli; Giuseppe
Tradigo; Pierangelo
Veltri; Cesare
Furlanello | IEEE TRANSACTIONS ON NANOBIOSCIENCE |
| A Trainable System for Face Detection in Unconstrained Environments | 2007 | Destrero
A; Odone
Francesca; Verri
Alessandro | 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS |
| Optimal rates for regularized least squares algorithm | 2007 | A.
Caponnetto; DE VITO
Ernesto | FOUNDATIONS OF COMPUTATIONAL MATHEMATICS |
| The importance of continuous views for real-time 3D object recognition | 2007 | Delponte
E; Noceti
Nicoletta; Odone
Francesca; Verri
Alessandro | 2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6 2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6 |
| Large-scale anisotropy in scalar turbulence | 2006 | Celani
A.; Seminara
A. | PHYSICAL REVIEW LETTERS |
| Discretization error analysis for Tikhonov regularization | 2006 | DE VITO
Ernesto; Rosasco
Lorenzo; A.
Caponnetto | ANALYSIS AND APPLICATIONS |
| Studio dell’evoluzione di una foresta semi-naturale situata sull’isola di Hallands Väderö, Svezia meridionale. Informatore Botanico Italiano | 2006 | Molinari
C; Hannon
Ge; Bradshaw
Rhw; Lindbladh
M | INFORMATORE BOTANICO ITALIANO |
| Analysis on a Local Approach to 3D Object Recognition | 2006 | Delponte
E; Arnaud
E; Odone
Francesca; Verri
Alessandro | PATTERN RECOGNITION, PROCEEDINGS PATTERN RECOGNITION, PROCEEDINGS |
| Approximability of sliding modes and regularization | 2006 | Levaggi
Laura; Villa
Silvia | 2006 INTERNATIONAL WORKSHOP ON VARIABLE STRUCTURE SYSTEMS 2006 INTERNATIONAL WORKSHOP ON VARIABLE STRUCTURE SYSTEMS |
| Reproducing subgroups for the metaplectic representation | 2006 | Cordero
E.; DE MARI CASARETO DAL VERME
Filippo; Nowak
K.; Tabacco
A. | PSEUDO-DIFFERENTIAL OPERATORS AND RELATED TOPICS PSEUDO-DIFFERENTIAL OPERATORS AND RELATED TOPICS |
| Proteome Profiling without Selection Bias | 2006 | Barla
Annalisa; B.
Irler; S.
Merler; G.
Jurman; S.
Paoli; C.
Furlanello | 19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS 19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS |
| On a variational problem of Ulam | 2006 | Villa
S. | IFIP International Federation for Information Processing |
| Analytic features of reproducing groups for the metaplectic representation | 2006 | Cordero
E.; DE MARI CASARETO DAL VERME
F.; Nowak
K.; Tabacco
A. | JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS |
| Shape Categorization Using String Kernels | 2006 | Daliri
M. R.; Delponte
E; Verri
Alessandro; Torre
V. | Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006, Proceedings. LNCS 4174 |
| Vector Valued Reproducing Kernel Hilbert Spaces Integrable, Functions and Mercer Theorem | 2006 | Carmeli
Claudio; DE VITO
Ernesto; Toigo
Alessandro | ANALYSIS AND APPLICATIONS |
| SVD-Matching Using SIFT Features | 2006 | Delponte
E; Isgro'
F; Odone
Francesca; Verri
Alessandro | GRAPHICAL MODELS |
| Trains of Keypoints for 3D Object Recognition | 2006 | Delponte
E; Arnaud
E; Odone
Francesca; Verri
Alessandro | 18th International Conference on Pattern Recognition, Hong Kong, China, August 20-24, 2006, Proceedings |
| SVD-matching Using SIFT Features | 2005 | Delponte
E; Isgro'
F; Odone
Francesca; Verri
Alessandro | GRAPHICAL MODELS GRAPHICAL MODELS |
| Support Vectors Algorithms as Regularization Networks | 2005 | Caponnetto
A; Rosasco
Lorenzo; Odone
F. AND VERRI A. | 13th European Symposium on Artificial Neural Networks |
| Droplet condensation in turbulent flows | 2005 | Celani
A.; Falkovich
G.; Mazzino
Andrea; Seminara
A. | EUROPHYSICS LETTERS |
| Large-scale structure of passive scalar turbulence | 2005 | Celani
A.; Seminara
A. | PHYSICAL REVIEW LETTERS |
| Well-posedness of nonconvex integral functionals | 2005 | Villa
Silvia | 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05 |
| Building Kernels from Binary Strings for Image Matching | 2005 | Odone
Francesca; Barla
Annalisa; Verri
Alessandro | IEEE TRANSACTIONS ON IMAGE PROCESSING |
| Feature Selection with Nonparametric Statistics | 2005 | Franceschi
E; Odone
Francesca; Smeraldi
F; Verri
Alessandro | 2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5 2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5 |
| Large Baseline Matching of Scale Invariant Features | 2005 | Delponte
E; Isgro'
F; Odone
Francesca; Verri
Alessandro | IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS |
| An Open System for 3D Reconstruction from Multiple Sensors | 2005 | Isgro'
F; Odone
Francesca; Verri
Alessandro | 7th International Workshop on Computer Architecture for Machine Perception, Palermo, Italy, July 4-6, 2005, Proceedings |
| A Novel Kernel Method for Clustering | 2005 | Camastra
F; Verri
Alessandro | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
| Well-posedness of nonconvex integral functionals | 2005 | Villa
Silvia | SIAM JOURNAL ON CONTROL AND OPTIMIZATION |
| Statistical Learning Approaches with Application to Face Detection | 2005 | Franceschi
E; Odone
Francesca; Verri
Alessandro | ADVANCED STUDIES IN BIOMETRICS ADVANCED STUDIES IN BIOMETRICS |
| Model selection for regularized least-squares algorithm in learning theory | 2005 | DE VITO
Ernesto; A.
Caponnetto; Rosasco
Lorenzo | FOUNDATIONS OF COMPUTATIONAL MATHEMATICS |
| Support Vector Algorithms as Regularization Networks | 2005 | Caponnetto
A; Rosasco
Lorenzo; Odone
Francesca; Verri
Alessandro | 13th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 27-29, 2005, Proceedings |
| Learning from Examples as an Inverse Problem | 2005 | DE VITO
Ernesto; Rosasco
Lorenzo; A.
Caponnetto; U.
DE GIOVANNINI; Odone
Francesca | JOURNAL OF MACHINE LEARNING RESEARCH |
| Web Tools to Support Image Classification | 2005 | Odone
Francesca; Barla
Annalisa; Franceschi
E; Verri
Alessandro | Internet Imaging VI Internet Imaging VI |
| Contact and conformal mappings in parabolic geometry. I | 2005 | Cowling
M.; DE MARI CASARETO DAL VERME
F.; Koranyi
A.; Reimann
H. | GEOMETRIAE DEDICATA |
| A complete characterization of phase space measurements | 2004 | Carmeli
Claudio; Cassinelli
Giovanni; DE VITO
Ernesto; Toigo
Alessandro; B.
Vacchini | JOURNAL OF PHYSICS. A, MATHEMATICAL AND GENERAL |
| Learning, Regularization and Ill-Posed Inverse Problems. | 2004 | Rosasco
Lorenzo; A.
Caponnetto; DE VITO
Ernesto; U.
DE GIOVANNINI; Odone
Francesca | Advances in Neural Information Processing Systems 2004 |
| Are Loss Functions All the Same? | 2004 | Rosasco
Lorenzo; DE VITO
Ernesto; A.
Caponnetto; Piana
Michele; Verri
Alessandro | NEURAL COMPUTATION |
| Some Properties of Regularized Kernel Methods | 2004 | DE VITO
E; Rosasco
Lorenzo; Caponnetto
A; Piana
M. AND VERRI A. | JOURNAL OF MACHINE LEARNING RESEARCH |
| The Theory of Symmetry Actions in Quantum Mechanics: with an application to the Galilei group | 2004 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; A.
Levrero | |
| Positive operator valued measures covariant with respect to an abelian group | 2004 | Cassinelli
Giovanni; DE VITO
Ernesto; Toigo
Alessandro | JOURNAL OF MATHEMATICAL PHYSICS |
| Finding objects with hypothesis testing, | 2004 | Franceschi
E.; Odone
Francesca; Smeraldi
F.; Verri
AND A. | Learning for adapable visual systems, ICPR workshop |
| Old Fashioned State-of-the-art Image Classification | 2003 | Barla
Annalisa; Odone
Francesca; Verri
Alessandro | 12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS |
| Positive operator valued measures covariant with respect to an irreducible representation | 2003 | Cassinelli
Giovanni; DE VITO
Ernesto; Toigo
Alessandro | JOURNAL OF MATHEMATICAL PHYSICS |
| A Multimedia, Multichannel, and Personalized News Provider | 2003 | Delato
M; Martelli
A; Martelli
Maurizio; Mascardi
Viviana; Verri
Alessandro | INTERACTIVE MULTIMEDIA ON NEXT GENERATION NETWORKS INTERACTIVE MULTIMEDIA ON NEXT GENERATION NETWORKS |
| Square integrability modulo a subgroup | 2003 | Cassinelli
Giovanni; DE VITO
Ernesto | TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY |
| AW -Convergence and Well-Posedness of Non Convex Functions | 2003 | Villa
Silvia | JOURNAL OF CONVEX ANALYSIS |
| Histogram Intersection Kernel for Image Classification | 2003 | Barla
Annalisa; Odone
Francesca; Verri
Alessandro | 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS |
| Real-time image recognition | 2002 | Odone
Francesca; Verri
Alessandro | Opto-Mechatronic Systems Handbook |
| Hausdorff Kernel for 3D Object Acquisition and Detection | 2002 | Barla
Annalisa; Odone
Francesca; Verri
Alessandro | COMPUTER VISION - ECCV 2002, PT IV COMPUTER VISION - ECCV 2002, PT IV |
| Learning and Vision Machines | 2002 | Heisele
B; Verri
Alessandro; Poggio
T. | PROCEEDINGS OF THE IEEE |
| A layered representation of a video shot with mosaicing. | 2002 | Odone
Francesca; A.
Fusiello; E.
Trucco | PATTERN ANALYSIS AND APPLICATIONS |
| Localization type Berezin--Toeplitz operators on bounded symmetric domains | 2002 | DE MARI CASARETO DAL VERME
Filippo; Nowak
K. | THE JOURNAL OF GEOMETRIC ANALYSIS |
| Image Kernels | 2002 | Barla
Annalisa; Franceschi
E; Odone
Francesca; Verri
Alessandro | PATTERN RECOGNITION WITH SUPPORT VECTOR MACHINES, PROCEEDINGS PATTERN RECOGNITION WITH SUPPORT VECTOR MACHINES, PROCEEDINGS |
| Covariant localizations in the torus and the phase observables | 2002 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; J. P.
Pellonpaa | JOURNAL OF MATHEMATICAL PHYSICS |
| Uniform eigenvalue estimates for time-frequency localization operators | 2002 | DE MARI CASARETO DAL VERME
Filippo; Feichtinger
H. G.; Nowak
K. | JOURNAL OF THE LONDON MATHEMATICAL SOCIETY |
| Kernel-based 3D Object Representation, | 2002 | Barla
Annalisa; Odone
Francesca | ARTIFICIAL NEURAL NETWORKS - ICANN 2002 ARTIFICIAL NEURAL NETWORKS - ICANN 2002 |
| Regularization and Statistical Learning Theory for Data Analysis | 2002 | Evgeniou
T; Poggio
T; Pontil
M; Verri
Alessandro | COMPUTATIONAL STATISTICS & DATA ANALYSIS |
| b | 2002 | Poggio
T; Mukherjee
S; Rifkin
R; Raklin
A; Verri
Alessandro | Uncertainty in Geometric Computations |
| Canonical subgroups of ℍ1 ⋊ SL(2, R) | 2002 | DE MARI CASARETO DAL VERME
Filippo; Nowak
Krzysztof | BOLLETTINO DELL'UNIONE MATEMATICA ITALIANA. B |
| Contact and conformal maps on Iwasawa N groups | 2002 | M.
Cowling; DE MARI CASARETO DAL VERME
Filippo; A.
Korányi; M.
Reimann | ATTI DELLA ACCADEMIA NAZIONALE DEI LINCEI. RENDICONTI LINCEI. MATEMATICA E APPLICAZIONI |
| General Purpose Matching of Grey Level Arbitrary Images | 2001 | Odone
Francesca; Trucco
E; Verri
Alessandro | 4th International Workshop on Visual Form, Capri, Italy, May 28-30, 2001, Proceedings. LNCS 2059 |
| A Flexible Algorithm for Image Matching | 2001 | Odone
Francesca; Trucco
E; Verri
Alessandro | 11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS |
| SU(1, 1) tomography | 2001 | G. M.
Dariano; DE VITO
Ernesto; L.
Maccone | PHYSICAL REVIEW A |
| Analysis of the affine transformations of the time-frequency plane | 2001 | DE MARI CASARETO DAL VERME
Filippo; K.
Nowak | BULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY |
| Teleportation and measurement | 2001 | P.
Bush; Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; A.
Levrero | PHYSICS LETTERS A |
| On discrete frames associated with semidirect products | 2001 | P.
Aniello; Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS |
| A Trainable System for Grading Fish from Images | 2001 | Odone
Francesca; Trucco
E.; Verri
Alessandro | APPLIED ARTIFICIAL INTELLIGENCE |
| A Theorem of Ludwig Revisited | 2000 | Cassinelli
Giovanni; DE VITO
Ernesto; Lahti
P.; Levrero
A. | FOUNDATIONS OF PHYSICS |
| Square-integrable imprimitivity systems | 2000 | Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | JOURNAL OF MATHEMATICAL PHYSICS |
| Robust motion-based segmentation for content-based video coding | 2000 | Odone
Francesca; Andrea
Fusiello; Emanuele
Trucco | Computer-Assistef Information Retrieval (RIAO 2000) International Conference |
| A Compact Algorithm for Rectification of Stereo Pairs | 2000 | Fusiello
A; Trucco
E; Verri
Alessandro | MACHINE VISION AND APPLICATIONS |
| Introduction: Learning and Vision at CBCL | 2000 | Poggio
T; Verri
Alessandro | INTERNATIONAL JOURNAL OF COMPUTER VISION |
| Phase space observables and isotypic spaces | 2000 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; A.
Levrero | JOURNAL OF MATHEMATICAL PHYSICS |
| Group theoretical quantum tomography | 2000 | Cassinelli
Giovanni; G. M.
Dariano; DE VITO
Ernesto; A.
Levrero | JOURNAL OF MATHEMATICAL PHYSICS |
| Learning to Recognize Visual Dynamic Events from Examples | 2000 | Pittore
M; Campani
M; Verri
Alessandro | INTERNATIONAL JOURNAL OF COMPUTER VISION |
| Frames from imprimitivity systems | 1999 | P.
Aniello; Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | JOURNAL OF MATHEMATICAL PHYSICS |
| Representing and Recognizing Visual Dynamic Events with Support Vector Machines | 1999 | Pittore
M; Basso
Curzio; Verri
Alessandro | 10th International Conference on Image Analysis and Processing, Venice, Italy, September 27-29, 1999, Proceedings |
| Galilei invariant wave equations | 1999 | Cassinelli
Giovanni; A.
Levrero; DE VITO
Ernesto | REPORTS ON MATHEMATICAL PHYSICS |
| Support Vector Machine Classification of Microarray Data | 1999 | Mukherjee
S; Tamayo
P; Mesirov
Jp; Slonim
D; Verri
Alessandro; Poggio
T. | AI Memo 1676/CBCL Paper #182, Massachusetts Institute of Technology, Cambridge, MA |
| Toda flows and real Hessenberg manifolds | 1999 | DE MARI CASARETO DAL VERME
Filippo; M.
Pedroni | THE JOURNAL OF GEOMETRIC ANALYSIS |
| Finding the Epipole from Uncalibrated Optical Flow | 1999 | Verri
Alessandro; Trucco
E. | IMAGE AND VISION COMPUTING |
| Support Vector Machines vs. Multi-Layer Perceptrons in Particle Identification | 1999 | Barabino
N; Pallavicini
Marco; Petrolini
Alessandro; Pontil
M; Verri
Alessandro | 7th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 21-23, 1999, Proceedings |
| Recognizing 3-D Objects with Linear Support Vector Machines | 1998 | Pontil
M; Rogai
S; Verri
Alessandro | 5th European Conference on Computer Vision, Freiburg, Germany, June 2-6, 1998, Proceedings. LNCS 1407 |
| Introductory Techniques for 3D Computer Vision | 1998 | Trucco
E.; Verri
Alessandro | |
| Finding the Epipole from Uncalibrated Optical Flow | 1998 | Verri
Alessandro; Trucco
E. | SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION |
| Support vector machines: a large scale QP | 1998 | Pontil
M; Rogai
S; Verri
Alessandro | High Performance Algorithms and Software in Nonlinear Optimization |
| Square-integrability of induced representations of semidirect products | 1998 | P.
Aniello; Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | REVIEWS IN MATHEMATICAL PHYSICS |
| Symmetries of the quantum state space and group representations | 1998 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; A.
Levrero | REVIEWS IN MATHEMATICAL PHYSICS |
| Properties of Support Vector Machines | 1998 | Pontil
M; Verri
Alessandro | NEURAL COMPUTATION |
| Visual Learning of Weight from Shape Using Support Vector Machines | 1998 | Odone
Francesca; Trucco
E; Verri
Alessandro | 9th British Machine Vision Conference, Southampton, UK, September 14-17, 1998, Proceedings |
| The Nearest-Neighbor Technique for Particle Identification | 1998 | Pallavicini
Marco; Patrignani
Claudia; Pontil
M.; Verri
Alessandro | NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT |
| Support Vector Machines for 3-D Object Recognition | 1998 | Pontil
M; Verri
Alessandro | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
| Wavelet transforms and discrete frames associated to semidirect products | 1998 | P.
Aniello; Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | JOURNAL OF MATHEMATICAL PHYSICS |
| Direct Aspect Based 3-D Object Recognition | 1997 | Pontil
M; Verri
Alessandro | 9th International Conference on Image Analysis and Processing, Florence, Italy, September 17-19, 1997, Proceedings. LNCS 1311 |
| Symmetry groups in quantum mechanics and the theorem of Wigner on the symmetry transformations | 1997 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; A.
Levrero | REVIEWS IN MATHEMATICAL PHYSICS |
| Integrability of the quantum adiabatic evolution and geometric phases | 1997 | Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | JOURNAL OF MATHEMATICAL PHYSICS |
| There is More to Vision than Geometry | 1997 | Verri
Alessandro | COMPUTER VISION AND IMAGE UNDERSTANDING |
| Computing Size Functions from Edge Maps | 1997 | Verri
Alessandro; Uras
C. | INTERNATIONAL JOURNAL OF COMPUTER VISION |
| On the decompositions of a quantum state | 1997 | Cassinelli
Giovanni; DE VITO
Ernesto; A.
Levrero | JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS |
| Rectification with Unconstrained Stereo Geometry | 1997 | Fusiello
A; Trucco
E; Verri
Alessandro | 8th British Machine Vision Conference, Colchester, UK, September 8-11, 1997, Proceedings |
| A Metric-Topological Approach to Shape Representation and Recognition | 1996 | Verri
Alessandro; Uras
C. | IMAGE AND VISION COMPUTING |
| Aspect-Based Object Recognition with Size Functions | 1996 | Verri
Alessandro; Uras
C. | 13th International Conference on Pattern Recognition, Vienna, Austria, August 25-29, 1996, Proceedings |
| The Weyl group as fixed point set of smooth involutions | 1996 | DE MARI CASARETO DAL VERME
Filippo | JOURNAL OF LIE THEORY |
| The spaces of improper rational matrices and ARMA- systems of fixed McMillan degree | 1995 | DE MARI CASARETO DAL VERME
Filippo; H.
Gluesing Luerssen | JOURNAL OF MATHEMATICAL SYSTEMS, ESTIMATION, AND CONTROL |
| Analysis of second order differential operators with complex coefficients on the Heisenberg group | 1995 | DE MARI CASARETO DAL VERME
Filippo; M. M.
Peloso; F.
Ricci | JOURNAL FÜR DIE REINE UND ANGEWANDTE MATHEMATIK |
| Hand Gesture Recognition from Edge Maps | 1995 | Uras
C; Verri
Alessandro | International Workshop on Automatic Face- and Gesture-Recognition |
| Sign Language Recognition: an Application of the Theory of Size Functions | 1995 | Uras
C; Verri
Alessandro | 6th British Machine Vision Conference, Birmingham, UK, September 11-14, 1995, Proceedings |
| On the Recognition of the Alphabet of Sign Language through Size Functions | 1995 | Uras
C; Verri
Alessandro | 12th International Conference on Pattern Recognition, Jerusalem, Israel, October 9-13, 1994, Proceedings |
| Geometric Phase and Sequential Measurements in Quantum Mechanics | 1994 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti; A.
Levrero | PHYSICAL REVIEW A |
| Pancharatnam Phase for Polarized Light | 1994 | DE VITO
Ernesto; A.
Levrero | JOURNAL OF MODERN OPTICS |
| Studying Shape through Size Functions | 1994 | Verri
Alessandro; Uras
C. | Shape in picture: Mathematical Description of Shapes in Grey-level Images, NATO ASI Series F:126 |
| Classical pairing and quantum group duality | 1994 | Cassinelli
Giovanni; DE VITO
Ernesto; Truini
Piero | Quantum Simmetries |
| Deformation of polynomial spaces over semisimple Lie groups. | 1994 | DE VITO
Ernesto; Truini
Piero | COMMUNICATIONS IN THEORETICAL PHYSICS ALLAHABAD |
| Properties of the range of a state operator | 1994 | Cassinelli
Giovanni; DE VITO
Ernesto; P.
Lahti | REPORTS ON MATHEMATICAL PHYSICS |
| On the Use of Size Functions for Shape Analysis | 1993 | Verri
Alessandro; Uras
C; Frosini
P; Ferri
M. | BIOLOGICAL CYBERNETICS |
| Vehicle Guidance from One-Dimensional Optical Flow | 1993 | De Micheli
E; Verri
Alessandro | IEEE Symposium on Intelligent Vehicles |
| Invariant Size Functions | 1993 | Verri
Alessandro; Uras
C. | Applications of Invariance in Computer Vision, Second Joint European - US Workshop, Ponta Delgada, Azores, Portugal, October 9-14, 1993, Proceedings. LNCS 825 |
| On the Use of Size Functions for Shape Analysis | 1993 | Verri
Alessandro; Uras
C; Frosini
P; Ferri
M. | IEEE Workshop on Qualitative Vision, New York NY, USA, June 14, 1993. Proceedings |
| Passive Navigation: One Dimension is Better than Two | 1993 | De Micheli
E; Verri
Alessandro | International Conference on Digital Signal Processing, Nicosia, Cyprus, July 14-16, 1993, Proceedings |
| First Order Analysis of Optical Flow in Monkey Brain | 1992 | Orban
G. A.; Lagae
L; Verri
Alessandro; Raiguel
S; Xiao
D; Maes
H; Torre
V. | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA |
| A Simple and Robust Method for Estimating the Motion of a Mobile Vehicle from Optical Flow | 1992 | Malisia
A; Campani
M; Verri
Alessandro | Robust Computer Vision: Quality of Vision Algorithms |
| Hessenberg varieties | 1992 | DE MARI CASARETO DAL VERME
Filippo; C.
Procesi; M. A.
Shayman | TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY |
| Motion Analysis from First Order Properties of Optical Flow | 1992 | Campani
M; Verri
Alessandro | COMPUTER VISION GRAPHICS AND IMAGE PROCESSING GRAPHICAL MODELS AND IMAGE PROCESSING |
| Identifying Multiple Motions from Optical Flow | 1992 | Rognone
A; Campani
M; Verri
Alessandro | COMPUTER VISION - ECCV 92 COMPUTER VISION - ECCV 92 |
| Computational Aspects of Motion Perception in Artificial and Natural Visual Systems | 1992 | Verri
Alessandro; Straforini
M; Torre
V. | PHILOSOPHICAL TRANSACTIONS - ROYAL SOCIETY. BIOLOGICAL SCIENCES |
| Green Theorems and Qualitative Properties of the Optical Flow | 1991 | Poggio
T; Verri
Alessandro; Torre
V. | AI Memo 1289/ CBIP Paper 67, Massachusetts Institute of Technology, Cambridge, MA |
| Limit Cycles of the Two-Dimensional Motion Field | 1990 | Verri
Alessandro; Aicardi
F. | BIOLOGICAL CYBERNETICS |
| Topological aspects of robust control | 1990 | DE MARI CASARETO DAL VERME
Filippo; R.
Ober | Control of uncertain Systems |
| Lie algebraic generalizations of Hessenberg matrices and the topology of Hessenberg varieties | 1990 | DE MARI CASARETO DAL VERME
Filippo; M. A.
Shayman | The 1989 International Symposium on the MTNS |
| An Algebraic Procedure for the Computation of Optical Flow | 1990 | Verri
Alessandro; Campani
M. | IEEE Workshop on Robust Computer Vision |
| Differential Techniques for Optical Flow | 1990 | Verri
Alessandro; Girosi
F; Torre
V. | JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE |
| Computing Optical Flow from an Overconstrained System of Linear Algebraic Equations | 1990 | Campani
M; Verri
Alessandro | THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION |
| 3D Motion and Structure from Image Sequences | 1990 | De Micheli
E; Verri
Alessandro; Uras
S. | MODELLING THE INNOVATION : COMMUNICATIONS, AUTOMATION AND INFORMATION SYSTEMS MODELLING THE INNOVATION : COMMUNICATIONS, AUTOMATION AND INFORMATION SYSTEMS |
| Mathematical Properties of the Motion Field: from Singular Points to Motion Parameters | 1989 | Verri
Alessandro; Girosi
F; Torre
V. | JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE |
| Motion Segmentation from Optical Flow | 1989 | Verri
Alessandro; Uras
S; De Micheli
E. | 5th Alvey Vision Conference |
| Analysis of Differential and Matching Methods for Optical Flow | 1989 | Little
J; Verri
Alessandro | IEEE Workshop on Visual Motion, Irvine CA, USA, March 20-22, 1989, Proceedings |
| 3D Visual Information from Vanishing Points | 1989 | Bellutta
P; Collini
G; Verri
Alessandro; Torre
V. | WORKSHOP ON INTERPRETATION OF 3D SCENES WORKSHOP ON INTERPRETATION OF 3D SCENES |
| Constraints for the Computation of Optical Flow | 1989 | Girosi
F; Verri
Alessandro; Torre
V. | IEEE Workshop on Visual Motion, Irvine CA, USA, March 20-22, 1989, Proceedings |
| Mathematical Properties of the 2D Motion Field: from Singular Points to Motion Parameters | 1989 | Verri
Alessandro; Girosi
F; Torre
V. | JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION |
| Motion Field and Optical Flow: Qualitative Properties | 1989 | Verri
Alessandro; Poggio
T. | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
| Some Perspective Projection Invariants | 1988 | Verri
Alessandro; Yuille
A. | JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE |
| A Computational Approach to Motion Perception | 1988 | Uras
S; Girosi
F; Verri
Alessandro; Torre
V. | BIOLOGICAL CYBERNETICS |
| Generalized Eulerian numbers and the topology of the Hessenberg variety of a matrix | 1988 | DE MARI CASARETO DAL VERME
Filippo; M. A.
Shayman | ACTA APPLICANDAE MATHEMATICAE |
| Qualitative Information in the Optical Flow | 1987 | Verri
Alessandro; Poggio
T. | DARPA Image Understanding Workshop |
| Against Quantitative Optical Flow | 1987 | Verri
Alessandro; Poggio
T. | 1st International Conference on Computer Vision, London, UK, June 8-11, 1987, Proceedings |
| On the topology of the Hessenberg varieties of a matrix | 1987 | DE MARI CASARETO DAL VERME
Filippo | Tesi di PhD |
| Absolute Depth Estimate in Stereopsis | 1986 | Verri
Alessandro; Torre
V. | JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE |
| Stereo Accuracy for Robotics | 1986 | Torre
V; Verri
Alessandro; Fiumicelli
A. | 3rd International Symposium on Robotic Research, Gouvieux, France, October 7-11, 1985, Proceedings |
| Regularization Theory and Shape Constraints | 1986 | Verri
Alessandro; Poggio
T. | AI Memo 916, Massachusetts Institute of Technology, Cambridge, MA |
| 3D Reconstruction of Silhouettes | 1984 | Sandini
Giulio; Straforini
M; Torre
V; Verri
Alessandro | 4th International Conference on Robot Vision and Sensory Controls, London, UK, October 9-11, 1984, Proceedings |
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Annalisa; Vian
Andrea; Nunzi
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