Introducing Temporal Correlation in Rainfall and Wind Prediction From Underwater Noise
|
2023 |
A Trucco
A Barla
R Bozzano
S Pensieri
A Verri
David Solarna
|
IEEE JOURNAL OF OCEANIC ENGINEERING |
GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition
|
2023 |
E Nicora
VP Pastore
N Noceti
|
International Conference on Image Analysis and Processing - ICIAP 2023 |
Food Image Classification: The Benefit of In-Domain Transfer Learning
|
2023 |
L Touijer
VP Pastore
F Odone
|
International Conference on Image Analysis and Processing - ICIAP 2023 |
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles
|
2023 |
VP Pastore
PD Alfano
A Oke
S Capponi
D Eltanan
X Woodruff-Madeira
A Nguyen
J Carol Fung
S Bianco
|
International Conference on Image Analysis and Processing - ICIAP 2023 |
Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees
|
2023 |
E Caldarelli
A Chatalic
A Colomé
L Rosasco
C Torras
|
7th Conference on Robot Learning (CoRL 2023), Atlanta, USA |
Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development
|
2023 |
G Parodi
M Brofiga
VP Pastore
M Chiappalone
S Martinoia
|
Journal of Neural Engineering 20 (2023) |
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection
|
2023 |
R Turrisi
A Verri
A Barla
|
ArXiv Preprint |
Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks
|
2023 |
D Pretolesi
D Garbarino
D Giampaoli
A Vian
A Barla
|
IEEE Transactions on Emerging Topics in Computing |
Horocyclic harmonic Bergman spaces on homogeneous trees
|
2023 |
F De Mari
M Monti
E Rizzo
|
ArXiv Preprint |
Harmonic Bergman projectors on homogeneous trees
|
2023 |
F De Mari
M Monti
M Vallarino
|
Potential Analysis |
Assumption violations in causal discovery and the robustness of score matching
|
2023 |
F Montagna
AA Mastakouri
E Eulig
N Noceti
L Rosasco
D Janzing
B Aragam
F Locatello
|
ArXiv Preprint |
Shortcuts for causal discovery of nonlinear models by score matching
|
2023 |
F Montagna
L Rosasco
N Noceti
F Locatello
|
ArXiv Preprint |
A structured prediction approach for robot imitation learning
|
2023 |
Duan A
Batzianoulis I
Camoriano R
Rosasco L
Pucci D
Billard A
|
The International Journal of Robotics Research. 2023;0(0) |
Knowledge distillation for efficient standard scanplane detection of fetal ultrasound
|
2023 |
J Dapueto
L Zini
F Odone
|
Medical & Biological Engineering & Computing, 2023 |
Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems
|
2023 |
H Kleikamp
M Lazar
C Molinari
|
ArXiv Preprint |
An efficient deep learning approach to identify dynamics in in vitro neural networks
|
2023 |
VP Pastore
G Parodi
M Brofiga
P Massobrio
M Chiappalone
F Odone
S Martinoia
|
Arinex, EMBC |
The five gradients inequality on differentiable manifolds
|
2023 |
S Di Marino
S Murro
E Radici
|
ArXiv Preprint |
Efficient unsupervised learning of biological images with compressed deep features
|
2023 |
VP Pastore
M Ciranni
S Bianco
JC Fung
V Murino
F Odone
|
Image and Vision Computing, Volume 137 |
Variance reduction techniques for stochastic proximal point algorithms
|
2023 |
C Traoré
V Apidopoulos
S Salzo
S Villa
|
ArXiv Preprint |
An Automatic Tool Performing Functional Analysis in MR Urography in Children
|
2023 |
E Vincenzi
A Fantazzini
M Gulino
S Manini
A Verri
F Odone
L Basso
M B Damasio
C Basso
|
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023, pp. 845-851 |
In-domain versus out-of-domain transfer learning in plankton image classification
|
2023 |
A Maracani
VP Pastore
L Natale
L Rosasco
F Odone
|
Scientific Reports, 2023 |
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
|
2023 |
G Meanti
A Chatalic
V Kostic
P Novelli
M Pontil
L Rosasco
|
ArXiv Preprint |
Compressed sensing for inverse problems and the sample complexity of the sparse Radon transform
|
2023 |
GS Alberti
A Felisi
M Santacesaria
SI Trapasso
|
ArXiv Preprint |
View-to-Label: Multi-View Consistency for Self-Supervised 3D Object Detection
|
2023 |
I Mouawad
N Brasch
F Manhardt
F Tombari
F Odone
|
ArXiv Preprint |
Zeroth-order optimization with orthogonal random directions
|
2023 |
D Kozak
C Molinari
L Rosasco
L Tenorio
S Villa
|
Mathematical Programming 199 (1-2), 1179-1219 |
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
|
2023 |
M Rando
C Molinari
L Rosasco
S Villa
|
ArXiv Preprint |
Regularization properties of dual subgradient flow
|
2023 |
V Apidopoulos
C Molinari
L Rosasco
S Villa
|
ArXiv Preprint |
AdaBiM: An adaptive proximal gradient method for structured convex bilevel optimization
|
2023 |
P Latafat
A Themelis
S Villa
P Patrinos
|
ArXiv Preprint |
An overview of data integration in neuroscience with focus on Alzheimer's Disease
|
2023 |
R Turrisi
M Squillario
G Abate
D Uberti
A Barla
|
IEEE Journal of Biomedical and Health Informatics |
Snacks: a fast large-scale kernel SVM solver
|
2023 |
S Tanji
A Della Vecchia
F Glineur
S Villa
|
ArXiv Preprint |
Uncertainty-aware Gaze Tracking for Assisted Living Environments
|
2023 |
P Her
L Manderle
P A Dias
H Medeiros
F Odone
|
IEEE Transactions on Image Processing |
Automatic Video Analysis and Classification of Sleep‐related Hypermotor seizures and Disorders of Arousal
|
2023 |
M Moro
V P Pastore
G Marchesi
P Proserpio
L Tassi
A Castelnovo
M Manconi
G Nobile
R Cordani
S A. Gibbs
F Odone
M Casadio
, et al.
|
Epilepsia |
Manifold Learning by Mixture Models of VAEs for Inverse Problems
|
2023 |
GS Alberti
J Hertrich
M Santacesaria
S Sciutto
|
ArXiv Preprint |
Fast kernel methods for Data Quality Monitoring as a goodness-of-fit test
|
2023 |
G Grosso
N Lai
M Letizia
J Pazzini
M Rando
L Rosasco
A Wulzer
M Zanetti
|
ArXiv Preprint |
Universal diagonal estimates for minimizers of the Levy-Lieb functional
|
2023 |
S. Di Marino
A. Gerolin
L. Nenna
|
ArXiv Preprint |
Differences in spore size and atmospheric survival shape stark contrasts in the dispersal dynamics of two closely related fungal pathogens
|
2023 |
J Golan
D Lagomarsino Oneto
S Ding
R Kessenich
M Sandler
T A. Rush
D Levitis
A Gevens
A Seminara
A Pringle
|
Fungal Ecology 66:101298 |
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors
|
2023 |
GM Caddeo
A Maracani
PD Alfano
NA Piga
L Rosasco
L Natale
|
ArXiv Preprint |
Kinematic primitives in action similarity judgments: A human-centered computational model
|
2023 |
V Nair
P Hemeren
A Vignolo
N Noceti
E Nicora
A Sciutti
F Rea
E Billing
M Bhatt
F Odone
G Sandini
|
IEEE Transactions on Cognitive and Developmental Systems |
A Grasp Pose is All You Need: Learning Multi-fingered Grasping with Deep Reinforcement Learning from Vision and Touch
|
2023 |
F Ceola
E Maiettini
L Rosasco
L Natale
|
ArXiv Preprint |
Physics informed machine learning for wind speed prediction
|
2023 |
D Lagomarsino-Oneto
G Meanti
N Pagliana
A Verri
A Mazzino
L Rosasco
A Seminara
|
Energy, Volume 268, 2023, 126628 |
Iterative regularization in classification via hinge loss diagonal descent
|
2023 |
V Apidopoulos
T Poggio
L Rosasco
S Villa
|
ArXiv Preprint |
Identification of Unknown Genomes and Closest Known Genomes
|
2022 |
VP Pastore
M Kunitomi
S Bianco
|
US Patent App. 17/321,371, 2022 |
Scalable Causal Discovery with Score Matching
|
2022 |
F Montagna
N Noceti
L Rosasco
K Zhang
F Locatello
|
NeurIPS 2022 Workshop on Score-Based Methods |
Implicit regularization with strongly convex bias: stability and acceleration
|
2022 |
S Villa
S Matet
BC Vũ
L Rosasco
|
Analysis and Applications, 1-27, 2022 |
Semantic Learning in a Federated Learning Sytem
|
2022 |
V Pastore
Y Zhou
N Baracaldo Angel
A Anwar
S Bianco
|
US Patent App. 17/818,132, 2022 |
Real time Vehicle Color Recognition on a budget: an investigation on the usage of CNN architectures
|
2022 |
S Campisi
L Colombini
A Lovato
F Odone
N Noceti
|
2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2022, pp. 1-8 |
Learning new physics efficiently with nonparametric methods
|
2022 |
M Letizia
G Losapio
M Rando
G Grosso
A Wulzer
M Pierini
M Zanetti
L Rosasco
|
The European Physical Journal C 82 (10), 879 |
Reproducibility in Activity Recognition Based on Wearable Devices: a Focus on Used Datasets
|
2022 |
A Fasciglione
M Leotta
A Verri
|
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022, pp. 3178-3185 |
From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach
|
2022 |
E Maiettini
A Maracani
R Camoriano
G Pasquale
V Tikhanoff
L Rosasco
L Natale
|
2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) |
Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods
|
2022 |
PD Alfano
VP Pastore
L Rosasco
F Odone
|
ArXiv Preprint |
Efficient Unsupervised Learning for Plankton Images
|
2022 |
PD Alfano
M Rando
M Letizia
F Odone
L Rosasco
VP Pastore
|
ArXiv Preprint |
A Deep Learning Approach to Correlate Cellular Morphology and Genetics
|
2022 |
VP Pastore
S Bianco
W Marshall
|
US Patent App. 17/175,495, 2022 |
Optimal transport with nonlinear mobilities: a deterministic particle approximation result
|
2022 |
S Di Marino
L Portinale
E Radici
|
ArXiv Preprint |
Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
|
2022 |
E Magnani
N Krämer
R Eschenhagen
L Rosasco
P Hennig
|
ArXiv Preprint |
Robots with Different Embodiments Can Express and Influence Carefulness in Object Manipulation
|
2022 |
L Lastrico
L Garello
F Rea
N Noceti
F Mastrogiovanni
A Sciutti
A Carfì
|
ArXiv Preprint |
Harmonic Bergman projectors and Calderón-Zygmund theory on homogeneous trees
|
2022 |
F De Mari
M Monti
M Vallarino
|
Research Gate |
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot
|
2022 |
F Ceola
E Maiettini
G Pasquale
G Meanti
L Rosasco
|
ArXiv Preprint |
Stochastic Zeroth order Descent with Structured Directions
|
2022 |
Rando M
Molinari C
Villa S
Rosasco L
|
ArXiv Preprint |
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection
|
2022 |
Mouawad I
Brasch N
Manhardt F
Tombari F
Odone F
|
ArXiv Preprint |
Compounding Approaches for Wind Prediction From Underwater Noise by Supervised Learning
|
2022 |
Trucco A
Barla A
Bozzano R
Fava E
Pensieri S
Verri A
Solarna D
|
IEEE Journal of Oceanic Engineering |
Localized adversarial artifacts for compressed sensing MRI
|
2022 |
Alaifari R
Alberti GS
Gauksson T
|
ArXiv Preprint |
FasterVideo: Efficient Online Joint Object Detection And Tracking
|
2022 |
Mouawad I
Odone F
|
ArXiv Preprint |
An Anomaly Detection Approach for Plankton Species Discovery
|
2022 |
Pastore VP
N Megiddo
S Bianco
|
Image Analysis and Processing – ICIAP 2022: 21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part IIMay 2022 Pages 599–609 |
Exploring the Use of Efficient Projection Kernels for Motion Saliency Estimation
|
2022 |
Nicora E
Noceti N
|
Image Analysis and Processing – ICIAP 2022: 21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part IIIMay 2022 Pages 158–169 |
AdaTask: Adaptive Multitask Online Learning
|
2022 |
Laforgue P
Della Vecchia A
Cesa-Bianchi N
Rosasco L
|
ArXiv Preprint |
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
|
2022 |
V Kostic
P Novelli
A Maurer
C Ciliberto
Rosasco L
M Pontil
|
ArXiv Preprint |
Continuous Generative Neural Networks
|
2022 |
Alberti GS
Santacesaria M
S Sciutto
|
ArXiv Preprint |
Harmonic Bergman spaces and Bergman projectors on homogeneous trees
|
2022 |
De Mari F
M Monti
M Vallarino
|
ArXiv Preprint |
Continuous Generative Neural Networks
|
2022 |
G S Alberti
Santacesaria M
S Sciutto
|
ArXiv Preprint |
Volatile organic compound detection and classification
|
2022 |
Pastore VP
S Bianco
N Megiddo
A Fasoli
A Adebiyi
M Abdi
A Mannari
LD Bozano
|
US Patent App. 17/079,684 |
Fast iterative regularization by reusing data
|
2022 |
C Vega
C Molinari
Rosasco L
Villa S
|
ArXiv Preprint |
AI-based component management system for structured content creation, annotation, and publication.
|
2022 |
Barla A
Cuneo M
Nunzi SR
Paniati G
Vian A
|
5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems |
Physics Informed Shallow Machine Learning for Wind Speed Prediction
|
2022 |
D Lagomarsino-Oneto
G Meanti
N Pagliana
Verri A
A Mazzino
Rosasco L
Seminara A
|
ArXiv Preprint |
Attributed Graphettes-Based Preterm Infants Motion Analysis
|
2022 |
D Garbarino
M Moro
C Tacchino
P Moretti
M Casadio
Odone F
Barla A
|
Complex Networks & Their Applications X |
Semantic learning in a federated learning system
|
2022 |
Pastore VP
Y Zhou
NB Angel
A Anwar
S BIANCO
|
US Patent App. 17/022,140 |
Synthesis and Execution of Communicative Robotic Movements with Generative Adversarial Networks
|
2022 |
L Lastrico
L Garello
A Sciutti
Noceti N
F Mastrogiovanni
F Rea
|
ArXiv Preprint |
Phenotype to genotype mapping using supervised and unsupervised learning
|
2022 |
Pastore VP
A Oke
S Capponi
D Elnatan
J Fung
S Bianco
|
bioRxiv |
Grand-Canonical Optimal Transport
|
2022 |
Di Marino S
M Lewin
L Nenna
|
ArXiv Preprint |
Markerless vs. Marker-Based Gait Analysis: A Proof of Concept Study
|
2022 |
M Moro
G Marchesi
F Hesse
Odone F
M Casadio
|
ArXiv Preprint |
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection
|
2022 |
Mouawad I
N Brasch
F Manhardt
F Tombari
Odone F
|
ArXiv Preprint |
Cross-view action recognition with small-scale datasets
|
2022 |
G Goyal
Noceti N
Odone F
|
Image and Vision Computing |
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression
|
2022 |
G Meanti
L Carratino
De Vito E
Rosasco L
|
Proceedings of The 25th International Conference on Artificial Intelligence and Statistics |
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times
|
2022 |
D Calandriello
L Carratino
A Lazaric
M Valko
Rosasco L
|
ArXiv Preprint |
Nystr\" om Kernel Mean Embeddings
|
2022 |
A Chatalic
N Schreuder
A Rudi
Rosasco L
|
ArXiv Preprint |
Iterative regularization for low complexity regularizers
|
2022 |
C Molinari
M Massias
Rosasco L
Villa S
|
ArXiv Preprint |
Multiclass learning with margin: exponential rates with no bias-variance trade-off
|
2022 |
S Vigogna
G Meanti
De Vito E
Rosasco L
|
ArXiv Preprint |
An elementary analysis of ridge regression with random design
|
2022 |
J Mourtada
Rosasco L
|
ArXiv Preprint |
Fast approximation of orthogonal matrices and application to PCA
|
2022 |
C Rusu
Rosasco L
|
Signal Processing |
ADHERENT: Learning Human-like Trajectory Generators for Whole-body Control of Humanoid Robots
|
2022 |
P.M. Viceconte
R. Camoriano
G. Romualdi
D. Ferigo
S. Dafarra
S. Traversaro
G. Oriolo
L. Rosasco
D. Pucci
|
IEEE Robotics and Automation Letters |
Convergence of an Asynchronous Block-Coordinate Forward-Backward Algorithm for Convex Composite Optimization
|
2022 |
C. Traoré
S. Salzo
S. Villa
|
ArXiv preprint |
Neural networks for classification of strokes in electrical impedance tomography on a 3d head model
|
2022 |
Candiani V.
Santacesaria M.
|
Mathematics In Engineering |
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 |
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty
|
2022 |
G Cantarini
FF Tomenotti
Noceti N
Odone F
|
WACV 2022 |
Optimal Transport losses and Sinkhorn algorithm with general convex regularization\n
|
2022 |
Di Marino S
A Gerolin
|
ArXiv Preprint |
Optimal distributed control of linear parabolic equations by spectral decomposition
|
2021 |
M Lazar
C Molinari
|
Optimal Control Applications and Methods |
Inexact and stochastic generalized conditional gradient with augmented Lagrangian and proximal step
|
2021 |
J Fadili
C Molinari
A Silveti-Falls
|
Journal of Nonsmooth Analysis and Optimization |
A Stochastic Bregman Primal-Dual Splitting Algorithm for Composite Optimization
|
2021 |
A Silveti-Falls
C Molinari
J Fadili
|
ArXiv Preprint |
Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images
|
2021 |
M Roy
J Kong
S Kashyap
Pastore VP
F Wang
KCL Wong
V Mukherjee
|
Scientific Reports |
Semi-supervised classification of microorganism
|
2021 |
Pastore VP
S Bianco
|
US Patent Application Pubblication |
First order expansion in the semiclassical limit of the Levy-Lieb functional
|
2021 |
M Colombo
Di Marino S
F Stra
|
ArXiv Preprint |
Representation theorems for normed modules
|
2021 |
Di Marino S
D Lučić
E Pasqualetto
|
ArXiv Preprint |
Salient motion detection and representation using efficient projection kernels
|
2021 |
Nicora E
Noceti N
|
PERCEPTION |
Mean Nystr\" om Embeddings for Adaptive Compressive Learning
|
2021 |
A Chatalic
L Carratino
De Vito E
Rosasco L
|
ArXiv Preprint |
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
|
2021 |
Carratino L.
Vigogna S.
Calandriello D.
Rosasco L
|
NeurIPS 2021 |
Learning to predict target location with turbulent odor plumes
|
2021 |
N Rigolli
N Magnoli
Rosasco L
Seminara A
|
eLife |
Temporal Pattern Detection in Time-Varying Graphical Models
|
2021 |
Tomasi F.
Tozzo V.
Barla A.
|
25th International Conference on Pattern Recognition (ICPR) |
Unitarization of the Horocyclic Radon Transform on Symmetric Spaces
|
2021 |
F Bartolucci
De Mari F
M Monti
|
Birkhäuser, Cham |
On The Precision Of Markerless 3d Semantic Features: An Experimental Study On Violin Playing
|
2021 |
M Moro
M Casadio
LA Mrotek
R Ranganathan
R Scheidt
Odone F
|
ICIP 2021 |
Guest Editorial Assistive Computing Technologies for Human Well-Being
|
2021 |
Odone F
G Grossi
R Lanzarotti
H Medeiros
Noceti N
|
IEEE Trans. on Emerging Topics in Computing |
Proximal Gradient Methods for Machine Learning and Imaging
|
2021 |
S Salzo
Villa S
|
Harmonic and Applied Analysis |
Infinite-dimensional inverse problems with finite measurements
|
2021 |
Alberti GS
Santacesaria M
|
ArXiv Preprint |
Compressed sensing photoacoustic tomography reduces to compressed sensing for undersampled Fourier measurements
|
2021 |
Alberti GS
P Campodonico
Santacesaria M
|
SIAM Journal on Imaging Sciences |
Learning the optimal Tikhonov regularizer for inverse problems
|
2021 |
G Alberti
De Vito E
M Lassas
L Ratti
Santacesaria M
|
NeurIPS 2021 |
Epigenetic Regulation in Myelodysplastic Syndrome as A Consequence of A MicroRNA Dysregulation
|
2021 |
D Avenoso
M Squillario
Barla A
Verri A
E Carminati
C Nurra
E Todisco
F Gigli
F Bertolini
G Gregato
C Poletti
M Miglino
|
ResearchSquare preprint |
Test’n’Mo: a collaborative platform for human testers and intelligent monitoring agents
|
2021 |
F Ricca
V Mascardi
Verri A
|
VORTEX 2021 |
Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis
|
2021 |
V Tozzo
F Ciech
D Garbarino
Verri A
|
KDD 2021 |
Unitarization of the Horocyclic Radon Transform on Homogeneous Trees
|
2021 |
Bartolucci F.
De Mari F.
Monti M.
|
Journal of Fourier Analysis and Applications |
Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models
|
2021 |
Marconi G.M.
Camoriano R.
Rosasco L.
Ciliberto C.
|
IEEE Robotics and Automation Letters |
Reproducing kernel Hilbert spaces on manifolds: Sobolev and diffusion spaces
|
2021 |
De Vito E.
Mücke N.
Rosasco L.
|
Analysis and Applications |
Keypoint-based gaze tracking
|
2021 |
P Her
L Manderle
PA Dias
H Medeiros
Odone F
|
ICPR 2021 |
A Video-Based MarkerLess Body Machine Interface: A Pilot Study
|
2021 |
M Moro
F Rizzoglio
Odone F
M Casadio
|
ICPR 2021 |
Where Do We Stand in Regularization for Life Science Studies?
|
2021 |
V Tozzo
C Azencott
S Fiorini
E Fava
A Trucco
Barla A
|
Journal of Computational Biology |
Plume dynamics structure the spatiotemporal activity of glomerular networks in the mouse olfactory bulb
|
2021 |
SM Lewis
L Xu
N Rigolli
MF Tariq
M Stern
Seminara A
DH Gire
|
Frontiers in Cellular Neuroscience |
Alternation emerges as a multi-modal strategy for turbulent odor navigation
|
2021 |
N Rigolli
G Reddy
Seminara A
M Vergassola
|
eLife |
Turbulence role in the fate of virus-containing droplets in violent expiratory events
|
2021 |
ME Rosti
M Cavaiola
S Olivieri
Seminara A
A Mazzino
|
PHYSICAL REVIEW RESEARCH |
A precise relationship among Buller’s drop, ballistospore, and gill morphologies enables maximum packing of spores within gilled mushrooms
|
2021 |
M Iapichino
YW Wang
S Gentry
A Pringle
Seminara A
|
Mycologia |
Single View Learning in Action Recognition
|
2021 |
G Goyal
Noceti N
Odone F
|
ICPR 2020 |
Learning dictionaries of kinematic primitives for action classification
|
2021 |
A Vignolo
Noceti N
A Sciutti
Odone F
G Sandini
|
ICPR 2020 |
A Study of At-term and Preterm Infants' Motion Based on Markerless Video Analysis
|
2021 |
L Garello
M Moro
C Tacchino
F Campone
P Durand
I Blanchi
P Moretti
M Casadio
Odone F
|
EUSIPCO 2021 |
Harmonic and Applied Analysis
|
2021 |
De Mari F
De Vito E
|
Harmonic and Applied Analysis |
Predicting Tennis Match Outcomes with Network Analysis and Machine Learning
|
2021 |
Bayram F.
Garbarino D.
Barla A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis
|
2021 |
Salzo S.
Villa S.
|
Mathematical Programming |
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 |
Multi-scale vector quantization with reconstruction trees
|
2021 |
Cecini E.
De Vito E.
Rosasco L.
|
Information and Inference |
Linear Lipschitz and C1 extension operators through random projection
|
2021 |
Bruè E.
Di Marino S.
Stra F.
|
Journal of Functional Analysis |
Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE
|
2021 |
Alberti G.S.
Santacesaria M.
|
Applied and Computational Harmonic Analysis |
Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel
|
2021 |
De Vito E.
Kereta Z.
Naumova V.
Rosasco L.
Vigogna S.
|
Journal of Fourier Analysis and Applications |
Adversarial feature refinement for cross-view action recognition
|
2021 |
Marsella A.
Goyal G.
Odone F.
|
Proceedings of the ACM Symposium on Applied Computing |
Accelerated iterative regularization via dual diagonal descent
|
2021 |
Calatroni L.
Garrigos G.
Rosasco L.
Villa S.
|
SIAM Journal on Optimization |
A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis
|
2021 |
Trucco A.
Bozzano R.
Fava E.
Pensieri S.
Verri A.
Barla A.
|
IEEE Journal of Oceanic Engineering |
A machine learning approach to optimal Tikhonov regularization I: Affine manifolds
|
2021 |
De Vito E.
Fornasier M.
Naumova V.
|
Analysis and Applications |
Regularization: From Inverse Problems to Large-Scale Machine Learning
|
2021 |
De Vito E
Rosasco L
A Rudi
|
Harmonic and Applied Analysis |
Asymptotics of ridge (less) regression under general source condition
|
2021 |
Richards D.
Mourtada J.
Rosasco L
|
AISTATS 2021 |
Regularized ERM on random subspaces
|
2021 |
Della Vecchia A.
Mourtada J.
De Vito E.
Rosasco L.
|
AISTATS 2021 |
Iterative regularization for convex regularizers
|
2021 |
Molinari C.
Massias M.
Rosasco L.
Villa S.
|
AISTATS 2021 |
Constructing fast approximate eigenspaces with application to the fast
|
2021 |
Rusu C.
Rosasco L.
|
IEEE Transactions on Signal Processing |
Fast Object Segmentation Learning with Kernel-based Methods for Robotics
|
2021 |
Ceola F.
Maiettini E.
Pasquale G.
Rosasco L.
Natale L.
|
ICRA 2021 |
Iterative regularization for convex regularization
|
2021 |
Villa S
M Massias
C Molinari
Rosasco L
|
PROCEEDINGS OF SIMAI 2020+ 21 |
Generalized conditional gradient with augmented lagrangian for composite minimization
|
2020 |
A Silveti-Falls
C Molinari
J Fadili
|
SIAM Journal on Optimization 30 (4), 2687-2725 |
Alternating forward–backward splitting for linearly constrained optimization problems
|
2020 |
C Molinari
J Peypouquet
F Roldan
|
Optimization Letters 14 (5), 1071-1088 |
Embedded system to detect, track and classify plankton using a lensless video microscope
|
2020 |
TG Zimmerman
Pastore VP
SK Biswas
S Bianco
|
ArXiv Preprint |
Annotation-free learning of plankton for classification and anomaly detection
|
2020 |
Pastore VP
TG Zimmerman
SK Biswas
S Bianco
|
Scientific reports |
Monitoring Water Quality Using Plankton as Biosensor
|
2020 |
Pastore VP
T Zimmerman
SK Bisvas
S Bianco
|
JDREAM. Journal of interDisciplinary REsearch Applied to Medicine |
Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies: Statistical and Computational Methods
|
2020 |
Pastore VP
|
Springer Nature |
Turbulence dictates the fate of virus-containing droplets in violent expiratory events
|
2020 |
ME Rosti
M Cavaiola
S Olivieri
Seminara A
A Mazzino
|
ArXiv Preprint |
Urgent data for COVID-19 are needed for a scientific design of social distancing
|
2020 |
ME Rosti
S Olivieri
M Cavaiola
Seminara A
A Mazzino
|
ArXiv Preprint |
Transplantation induces profound changes in the transcriptional asset of hematopoietic stem cells: Identification of specific signatures using machine learning techniques
|
2020 |
Cilloni D.
Petiti J.
Campia V.
Podestà M.
Squillario M.
Montserrat N.
Bertaina A.
Sabatini F.
Carturan S.
Berger M.
Saglio F.
Bandini G.
, et al.
|
Journal of Clinical Medicine |
Thresholding gradient methods in Hilbert spaces: Support identification and linear convergence
|
2020 |
Garrigos G.
Rosasco L.
Villa S.
|
ESAIM - Control, Optimisation and Calculus of Variations |
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 |
The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach
|
2020 |
Brichetto G.
Monti Bragadin M.
Fiorini S.
Battaglia M.A.
Konrad G.
Ponzio M.
Pedullà L.
Verri A.
Barla A.
Tacchino A.
|
Neurological Sciences |
Temporal pattern detection in time-varying graphical models
|
2020 |
Tomasi F.
Tozzo V.
Barla A.
|
Proceedings - International Conference on Pattern Recognition |
Tangible Coding for kids with AI inside
|
2020 |
Noceti N.
Odone F.
Marsella A.
Moro M.
Nicora E.
|
UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization |
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.
|
ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods |
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 D.
Chessa M.
Noceti N.
Odone F.
|
UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization |
Radon transform: Dual pairs and irreducible representations
|
2020 |
Alberti G.S.
Bartolucci F.
Mari F.D.
De Vito E.
|
Applied and Numerical Harmonic Analysis |
Missing Values in Multiple Joint Inference of Gaussian Graphical Models
|
2020 |
V Tozzo
D Garbarino
Barla A
|
International Conference on Probabilistic Graphical Models |
1290-P: Gut Microbiota in New-Onset Pediatric Patients with Type 1 Diabetes: Machine Learning Algorithms to Classify Microorganisms Disease-Linked
|
2020 |
G D’ANNUNZIO
R Biassoni
M Squillario
E Ugolotti
Barla A
G Piccolo
N Minuto
M Maghnie
|
|
Classification of stroke using Neural Networks in Electrical Impedance Tomography
|
2020 |
JP Agnelli
A Çöl
M Lassas
R Murthy
Santacesaria M
S Siltanen
|
Inverse Problems |
Modeling Human Motion: A Task at the Crossroads of Neuroscience, Computer Vision and Robotics
|
2020 |
Noceti N
A Sciutti
F Rea
|
Modelling Human Motion. Springer Verlag |
Modelling Human Motion
|
2020 |
Noceti N
A Sciutti
F Rea
|
Modelling Human Motion. Springer Verlag |
A general framework for consistent structured prediction with implicit loss embeddings
|
2020 |
Ciliberto C.
Rosasco L.
Rudi A.
|
Journal of Machine Learning Research |
Gain with no pain: Efficiency of kernel-PCA by Nyström sampling
|
2020 |
N Sterge
B Sriperumbudur
Rosasco L
A Rudi
|
International Conference on Artificial Intelligence and Statistics |
Hyperbolic manifold regression
|
2020 |
G Marconi
C Ciliberto
Rosasco L
|
International Conference on Artificial Intelligence and Statistics |
For interpolating kernel machines, the minimum norm ERM solution is the most stable
|
2020 |
A Rangamani
Rosasco L
T Poggio
|
Center for Brains, Minds and Machines (CBMM) |
Timing of fungal spore release dictates survival during atmospheric transport
|
2020 |
DL Oneto
J Golan
A Mazzino
A Pringle
Seminara A
|
PNAS |
Mechanical force-induced morphology changes in a human fungal pathogen
|
2020 |
C Puerner
N Kukhaleishvili
D Thomson
S Schaub
X Noblin
Seminara A
M Bassilana
R A Arkowitz
|
BMC Biology |
Fluid dynamics of COVID-19 airborne infection suggests urgent data for a scientific design of social distancing
|
2020 |
ME Rosti
S Olivieri
M Cavaiola
Seminara A
A Mazzino
|
Scientific Reports |
Near-linear time Gaussian process optimization with adaptive batching and resparsification
|
2020 |
D Calandriello
L Carratino
A Lazaric
M Valko
Rosasco L
|
International Conference on Machine Learning |
Decentralised learning with random features and distributed gradient descent
|
2020 |
D Richards
P Rebeschini
Rosasco L
|
International Conference on Machine Learning |
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces
|
2020 |
Lin J.
Rudi A.
Rosasco L.
Cevher V.
|
Applied and Computational Harmonic Analysis |
On-line object detection: a robotics challenge
|
2020 |
Maiettini E.
Pasquale G.
Rosasco L.
Natale L.
|
Autonomous Robots |
On the randomised stability constant for inverse problems
|
2020 |
Alberti G.S.
Capdeboscq Y.
Privat Y.
|
Mathematics In Engineering |
On an inverse Robin spectral problem
|
2020 |
Santacesaria M.
Yachimura T.
|
Inverse Problems |
Neurally plausible mechanisms for learning selective and invariant representations
|
2020 |
Anselmi F.
Patel A.
Rosasco L.
|
Journal of Mathematical Neuroscience |
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 |
Multi-parameters Model Selection for Network Inference
|
2020 |
Tozzo V.
Barla A.
|
Studies in Computational Intelligence |
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 ACM Symposium on Applied Computing |
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 |
Kernel methods through the roof: Handling billions of points efficiently
|
2020 |
Meanti G.
Carratino L.
Rosasco L.
Rudi A.
|
Advances in Neural Information Processing Systems |
Infinitesimal Hilbertianity of Locally CAT (κ) -Spaces
|
2020 |
Di Marino S.
Gigli N.
Pasqualetto E.
Soultanis E.
|
Journal of Geometric 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.
|
Journal of Clinical Endocrinology and Metabolism |
Global Lipschitz extension preserving local constants
|
2020 |
Di Marino S.
Gigli N.
Pratelli A.
|
Atti della Accademia Nazionale dei Lincei, Classe di Scienze Fisiche, Matematiche e Naturali, Rendiconti Lincei Matematica e Applicazioni |
Gaze estimation for assisted living environments
|
2020 |
Dias P.A.
Malafronte D.
Medeiros H.
Odone F.
|
Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020 |
Faster kriging: Facing high-dimensional simulators
|
2020 |
Lu X.
Rudi A.
Borgonovo E.
Rosasco L.
|
Operations Research |
Decentralised learning with distributed gradient descent and random features
|
2020 |
Richards D.
Rebeschini P.
Rosasco L.
|
37th International Conference on Machine Learning, ICML 2020 |
Convergence of Stochastic Proximal Gradient Algorithm
|
2020 |
Rosasco L.
Villa S.
Vũ B.C.
|
Applied Mathematics and Optimization |
Cone-Adapted Shearlets and Radon Transforms
|
2020 |
Bartolucci F.
De Mari F.
De Vito E.
|
Applied and Numerical Harmonic Analysis |
Classification of stroke using neural networks in electrical impedance tomography
|
2020 |
Agnelli J.P.
Cöl A.
Lassas M.
Murthy R.
Santacesaria M.
Siltanen S.
|
Inverse Problems |
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings
|
2020 |
D’Amario V.
Arnulfo G.
Nobili L.
Barla A.
|
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 II: independent data
|
2020 |
Alberti G.S.
Santacesaria M.
|
Applicable Analysis |
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 |
An Optimal Transport Approach for the Schrödinger Bridge Problem and Convergence of Sinkhorn Algorithm
|
2020 |
Di Marino S.
Gerolin A.
|
Journal of Scientific Computing |
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.
|
ICDL-EpiRob 2020 - 10th IEEE International Conference on Development and Learning and Epigenetic Robotics |
A tumor growth model of Hele-Shaw type as a gradient flow
|
2020 |
Di Marino S.
Chizat L.
|
ESAIM - Control, Optimisation and Calculus of Variations |
A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease
|
2020 |
Squillario M.
Abate G.
Tomasi F.
Tozzo V.
Barla A.
Uberti D.
Weiner M.W.
Aisen P.
Petersen R.
Clifford J.R.
Jr.
Jagust W.
, et al.
|
Scientific Reports |
A short proof of the infinitesimal Hilbertianity of the weighted Euclidean space
|
2020 |
Di Marino S.
Lučić D.
Pasqualetto E.
|
Comptes Rendus Mathematique |
A robust method for statistical testing of empirical power-law distributions
|
2020 |
Garbarino D.
Tozzo V.
Vian A.
Barla A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach
|
2020 |
M Leotta
A Fasciglione
Verri A
|
International Conference on Pattern Recognition |
Convergence rates of Forward–Douglas–Rachford splitting method
|
2019 |
C Molinari
J Liang
J Fadili
|
Journal of Optimization Theory and Applications 182 (2), 606-639 |
Gradient conditionnel généralisé et lagrangien augmenté pour la minimisation composite
|
2019 |
A Silveti-Falls
C Molinari
JM Fadili
|
GRETSI |
Stereo in-line holographic digital microscope
|
2019 |
T Zimmerman
N Antipa
D Elnatan
A Murru
S Biswas
Pastore VP
M Bonani
L Waller
J Fung
G Fenu
S Bianco
|
Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVI |
High throughput analysis of plankton morphology and dynamic
|
2019 |
S Kumar Biswas
T Zimmerman
L Maini
A Adebiyi
L Bozano
C Brown
Pastore VP
S Bianco
|
Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII |
Establishing the baseline for using plankton as biosensor
|
2019 |
Pastore VP
T Zimmerman
SK Biswas
S Bianco
|
Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII |
Visual tracking with autoencoder-based maximum a posteriori data fusion
|
2019 |
Reznichenko Y.
Prampolini E.
Siddique A.
Medeiros H.
Odone F.
|
Proceedings - International Computer Software and Applications Conference |
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 |
Unitarization and inversion formulae for the radon transform between dual pairs
|
2019 |
Alberti G.S.
Bartolucci F.
De Mari F.
De Vito E.
|
SIAM Journal on Mathematical Analysis |
Towards the internet of safe and intelligent postal+ things
|
2019 |
Ancona M.
Mascardi V.
Noceti N.
Odone F.
Ahsen W.
Scribellito A.
|
CEUR Workshop Proceedings |
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 |
The Radon transform intertwines wavelets and shearlets
|
2019 |
Bartolucci F.
De Mari F.
De Vito E.
Odone F.
|
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.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Symmetry-adapted representation learning
|
2019 |
Anselmi F.
Evangelopoulos G.
Rosasco L.
Poggio T.
|
Pattern Recognition |
Secondary somatic mutations in g-protein-related pathways and mutation signatures in Uveal melanoma
|
2019 |
Piaggio F.
Tozzo V.
Bernardi C.
Croce M.
Puzone R.
Viaggi S.
Patrone S.
Barla A.
Coviello D.
Jager M.J.
Van Der Velden P.A.
Zeschnigk M.
, et al.
|
Cancers |
Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network
|
2019 |
Fiorini S.
Hajati F.
Barla A.
Girosi F.
|
PLoS ONE |
Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring
|
2019 |
C Patrone
A Cella
C Martini
S Pericu
R Femia
Barla A
C Porfirione
M Puntoni
N Veronese
Odone F
N Casiddu
G A Rollandi
, et al.
|
Geriatric Care |
Mechanics of filamentous growth in soft materials
|
2019 |
N Bruot
N Kukhaleishvili
C Puerner
D Thompson
Seminara A
M Bassilana
R Arkowitz
X Noblin
|
APS March Meeting Abstracts |
Mycofluidics: the fluid mechanics of fungal adaptation
|
2019 |
M Roper
Seminara A
|
Annual Review of Fluid Mechanics |
Secretory vesicle clustering in fungal filamentous cells does not require directional growth
|
2019 |
PM Silva
C Puerner
Seminara A
M Bassilana
RA Arkowitz
|
Cell Reports |
Next Generation Sequencing and Microrna Assay in a Cohort of Patients Affected By Myelodysplastic Syndromes. an Analysis of Clinical and Genotypic Features
|
2019 |
D Avenoso
M Squillario
Barla A
Verri A
E Carminati
C Nurra
E Todisco
F Gigli
G Gregato
C Poletti
F Bertolini
G J Mufti
, et al.
|
|
Gaussian process optimization with adaptive sketching: Scalable and no regret
|
2019 |
D Calandriello
L Carratino
A Lazaric
M Valko
Rosasco L
|
Conference on Learning Theory |
Generalization Puzzles in Deep Networks
|
2019 |
Q Liao
B Miranda
Rosasco L
A Banburski
R Liang
J Hidary
T Poggio
|
|
Are we done with object recognition? The iCub robot’s perspective
|
2019 |
Pasquale G.
Ciliberto C.
Odone F.
Rosasco L.
Natale L.
|
Robotics and Autonomous Systems |
Uncovering the genetic hereditable component of late onset Alzheimer’s disease through the analysis of GWA data
|
2019 |
M Squillario
F Tomasi
V Tozzo
Barla A
D Uberti
|
F1000Research |
Combining the Runge approximation and the Whitney embedding theorem in hybrid imaging
|
2019 |
Alberti GS
Y Capdeboscq
|
International Mathematics Research Notices |
Similarity judgments of hand-based actions: From human perception to a computational model
|
2019 |
P Hemeren
V Nair
Nicora E
A Vignolo
Noceti N
Odone F
F Rea
G Sandini
A Sciutti
|
42nd European Conference on Visual Perception (ECVP) |
The role of ego vision in view-invariant action recognition
|
2019 |
G Goyal
Noceti N
Odone F
A Sciutti
|
ArXiv preprint |
Note on Calderón's inverse problem for measurable conductivities
|
2019 |
Santacesaria M
|
ArXiv preprint |
Positive technology for elderly well-being: A review
|
2019 |
Grossi G.
Lanzarotti R.
Napoletano P.
Noceti N.
Odone F.
|
Pattern Recognition Letters |
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.
|
Applied and Numerical Harmonic Analysis |
Note on calderón’s inverse problem for measurable conductivities
|
2019 |
Santacesaria M.
|
Inverse Problems and Imaging |
New characterizations of Sobolev metric spaces
|
2019 |
Di Marino S.
Squassina M.
|
Journal of Functional Analysis |
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 |
Learning to Sequence Multiple Tasks with Competing Constraints
|
2019 |
Duan A.
Camoriano R.
Ferigo D.
Huang Y.
Calandriello D.
Rosasco L.
Pucci D.
|
IEEE International Conference on Intelligent Robots and Systems |
Implicit regularization of accelerated methods in hilbert spaces
|
2019 |
Pagliana N.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Icing: Large-scale inference of immunoglobulin clonotypes
|
2019 |
Tomasi F.
Squillario M.
Verri A.
Bagnara D.
Barla A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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 |
How do implementation bugs affect the results of machine learning algorithms?
|
2019 |
Leotta M.
Ricca F.
Olianas D.
Noceti N.
|
Proceedings of the ACM Symposium on Applied Computing |
Genuine personality recognition from highly constrained face images
|
2019 |
Anselmi F.
Noceti N.
Rosasco L.
Ward R.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Essential Spectrum for Maxwell’s Equations
|
2019 |
Alberti G.S.
Brown M.
Marletta M.
Wood I.
|
Annales Henri Poincare |
Dynamic spike superresolution and applications to ultrafast ultrasound imaging
|
2019 |
Alberti G.S.
Ammari H.
Romero F.
Wintz T.
|
SIAM Journal on Imaging Sciences |
Discrete Changes in Glucose Metabolism Define Aging
|
2019 |
Ravera S.
Podestà M.
Sabatini F.
Dagnino M.
Cilloni D.
Fiorini S.
Barla A.
Frassoni F.
|
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 S.
, et al.
|
Frontiers in Immunology |
Continuity of multimarginal optimal transport with repulsive cost
|
2019 |
Colombo M.
Di Marino S.
Stra F.
|
SIAM Journal on Mathematical Analysis |
Constrained DMPs for Feasible Skill Learning on Humanoid Robots
|
2019 |
Duan A.
Camoriano R.
Ferigo D.
Calandriello D.
Rosasco L.
Pucci D.
|
IEEE-RAS International Conference on Humanoid Robots |
Cancer mutational signatures identification with sparse dictionary learning
|
2019 |
Tozzo V.
Barla A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Beating SGD saturation with tail-averaging and minibatching
|
2019 |
Mücke N.
Neu G.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Adenine: A HPC-Oriented Tool for Biological Data Exploration
|
2019 |
Barla A
|
|
CALDERÓN'S INVERSE PROBLEM with A FINITE NUMBER of MEASUREMENTS
|
2019 |
Alberti G.S.
Santacesaria M.
|
Forum of Mathematics, Sigma |
An entropy minimization approach to second-order variational mean-field games
|
2019 |
Benamou J.-D.
Carlier G.
Di Marino S.
Nenna L.
|
Mathematical Models and Methods in Applied Sciences |
Adenine: A HPC-oriented tool for biological data exploration
|
2019 |
Fiorini S.
Tomasi F.
Squillario M.
Barla A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
ADEF: An iterative algorithm to construct adversarial deformations
|
2019 |
Alaifari R.
Gauksson T.
Alberti G.S.
|
7th International Conference on Learning Representations, ICLR 2019 |
A Weakly Supervised Strategy for Learning Object Detection on a Humanoid Robot
|
2019 |
Maiettini E.
Pasquale G.
Tikhanoff V.
Rosasco L.
Natale L.
|
IEEE-RAS International Conference on Humanoid Robots |
Generalization properties of doubly stochastic learning algorithms
|
2018 |
Lin J.
Rosasco L.
|
Journal of Complexity |
SPICODYN: a toolbox for the analysis of neuronal network dynamics and connectivity from multi-site spike signal recordings
|
2018 |
Pastore VP
A Godjoski
S Martinoia
P Massobrio
|
Neuroinformatics |
Identification of excitatory-inhibitory links and network topology in large-scale neuronal assemblies from multi-electrode recordings
|
2018 |
Pastore VP
P Massobrio
A Godjoski
S Martinoia
|
PLoS computational biology |
View-invariant robot adaptation to human action timing
|
2018 |
Noceti N.
Odone F.
Rea F.
Sciutti A.
Sandini G.
|
Advances in Intelligent Systems and Computing |
The entropic regularization of the monge problem on the real line
|
2018 |
Di Marino S.
Louet J.
|
SIAM Journal on Mathematical Analysis |
Statistical and computational trade-offs in kernel K-means
|
2018 |
Calandriello D.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Speeding-Up Object Detection Training for Robotics with FALKON
|
2018 |
Maiettini E.
Pasquale G.
Rosasco L.
Natale L.
|
IEEE International Conference on Intelligent Robots and Systems |
Sparse multiple kernel learning: Support identification via mirror stratifiability
|
2018 |
Garrigos G.
Rosasco L.
Villa S.
|
European Signal Processing Conference |
Space–Time Signal Analysis and the 3D Shearlet Transform
|
2018 |
Malafronte D.
De Vito E.
Odone F.
|
Journal of Mathematical Imaging and Vision |
Solving ℓp-norm regularization with tensor kernels
|
2018 |
Salzo S.
Suykens J.A.K.
Rosasco L.
|
International Conference on Artificial Intelligence and Statistics, AISTATS 2018 |
Regularized learning schemes in feature Banach spaces
|
2018 |
Combettes P.L.
Salzo S.
Villa S.
|
Analysis and Applications |
Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT
|
2018 |
Beretta E.
Micheletti S.
Perotto S.
Santacesaria M.
|
Journal of Computational Physics |
Propagation and recovery of singularities in the inverse conductivity problem
|
2018 |
Greenleaf A.
Lassas M.
Santacesaria M.
Siltanen S.
Uhlmann G.
|
Analysis and PDE |
Lagrangian Penalization Scheme with Parallel Forward–Backward Splitting
|
2018 |
C Molinari
J Peypouquet
|
Journal of Optimization Theory and Applications 177 (2), 413-447 |
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 S.
Squillario M.
Greppi M.
Loiacono F.
Moretta L.
Moretta A.
Sivori S.
Castagnola P.
Barla A.
Candiani S.
Marcenaro E.
|
Frontiers in Immunology |
Modified Fejér sequences and applications
|
2018 |
Lin J.
Rosasco L.
Villa S.
Zhou D.-X.
|
Computational Optimization and Applications |
Manifold structured prediction
|
2018 |
Rudi A.
Ciliberto C.
Marconi G.M.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Lectures on elliptic methods for hybrid inverse problems
|
2018 |
Alberti G.S.
Capdeboscq Y.
|
Cours specialises |
Learning with SGD and random features
|
2018 |
Carratino L.
Rudi A.
Rosasco L.
|
Advances in Neural Information Processing Systems |
A universal growth limit for circular lichens
|
2018 |
Seminara A
J Fritz
MP Brenner
A Pringle
|
J. R. Soc. Interface |
A 3-fold kernel approach for characterizing Late Onset Alzheimer’s Disease
|
2018 |
M Squillario
F Tomasi
V Tozzo
Barla A
D Uberti
Alzheimer’s Disease Neuroimaging Initiative
|
ArXiv preprint |
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy
|
2018 |
V D’Amario
F Tomasi
V Tozzo
G Arnulfo
Barla A
L Nobili
|
Proceedings of the 3rd Machine Learning for Healthcare Conference |
A Learning Theory Approach to a Computationally Efficient Parameter Selection for the Elastic Net
|
2018 |
De Vito E
Ž Kereta
V Naumova
|
Stat |
Shearlets as Multi-scale Radon Transforms
|
2018 |
De Mari F
De Vito E
Odone F
|
Sampling Theory in Signal and Image Processing |
Smart security: l'integrazione dei sistemi per la sicurezza urbana negli Early Warning Systems
|
2018 |
E Di Bella
M Corsi
Odone F
|
Smart security: l'integrazione dei sistemi per la sicurezza urbana negli Early Warning Systems |
IMPARARE AD INSEGNARE IL PENSIERO COMPUTAZIONALE: UN’ESPERIENZA DI VERA ALTERNANZA SCUOLA-LAVORO PRESSO L’UNIVERSITA’DI GENOVA
|
2018 |
Barla A
B Catania
M Chessa
G Delzanno
G Guerrini
V Mascardi
Noceti N
Odone F
|
Exploring the Micro, Meso and Macro. Proceedings of the European Distance and E-Learning Network 2018 Annual Conference |
Towards the Internet of Safe Postal+ Things
|
2018 |
W Ahsen
M Ancona
V Mascardi
Noceti N
Odone F
A Scribellito
|
Transportation Management |
Data-driven continuous assessment of frailty in older people
|
2018 |
C Martini
Barla A
Odone F
Verri A
A Cella
GA Rollandi
A Pilotto
|
Frontiers in Digital Humanities |
Forward-backward splitting for time-varying graphical models
|
2018 |
F Tomasi
V Tozzo
Verri A
S Salzo
|
Proceedings of PGM 2018 |
Theory of deep learning iii: the non-overfitting puzzle
|
2018 |
T Poggio
K Kawaguchi
Q Liao
B Miranda
Rosasco L
X Boix
J Hidary
H Mhaskar
|
|
Solving lp-norm regularization with tensor kernels
|
2018 |
S Salzo
Rosasco L
J Suykens
|
Proceedings of AISTATS 2018 |
Latent variable time-varying network inference
|
2018 |
Tomasi F.
Salzo S.
Tozzo V.
Verri A.
|
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining |
Iterative Regularization via Dual Diagonal Descent
|
2018 |
Garrigos G.
Rosasco L.
Villa S.
|
Journal of Mathematical Imaging and Vision |
Hölder regularity for Maxwell’s equations under minimal assumptions on the coefficients
|
2018 |
Alberti G.S.
|
Calculus of Variations and Partial Differential Equations |
Hey there's DALILA: A dictionary learning library
|
2018 |
Tozzo V.
D'Amario V.
Barla A.
|
OpenAccess Series in Informatics |
Guest Editorial A Sense of Interaction in Humans and Robots: From Visual Perception to Social Cognition
|
2018 |
Sciutti A.
Noceti N.
|
IEEE Transactions on Cognitive and Developmental Systems |
A multi-camera system for damage and tampering detection in a postal security framework
|
2018 |
Noceti N.
Zini L.
Odone F.
|
Eurasip Journal on Image and Video Processing |
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 |
Designing audio-visual tools to support multisensory disabilities
|
2018 |
Noceti N.
Giuliani L.
Sosa-Garciá J.
Brayda L.
Trucco A.
Odone F.
|
Multimodal Behavior Analysis in the Wild: Advances and Challenges. |
Designing assistive tools for the market
|
2018 |
Chessa M.
Noceti N.
Martini C.
Solari F.
Odone F.
|
Computer Vision For Assistive Healthcare |
Consistent learning by composite proximal thresholding
|
2018 |
Combettes P.L.
Salzo S.
Villa S.
|
Mathematical Programming |
A visual computing approach for estimating the motility index in the frail elder
|
2018 |
Martini C.
Noceti N.
Chessa M.
Barla A.
Cella A.
Rollandi G.A.
Pilotto A.
Verri A.
Odone F.
|
VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics 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 |
Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review
|
2017 |
Poggio T.
Mhaskar H.
Rosasco L.
Miranda B.
Liao Q.
|
International Journal of Automation and Computing |
Visual recognition for humanoid robots
|
2017 |
Fanello S.R.
Ciliberto C.
Noceti N.
Metta G.
Odone F.
|
Robotics and Autonomous Systems |
The complexity of biological motion
|
2017 |
Vignolo A.
Noceti N.
Sciutti A.
Rea F.
Odone F.
Sandini G.
|
2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EpiRob 2016 |
Stochastic gradient methods for stochastic model predictive control
|
2017 |
Themelis A.
Villa S.
Patrinos P.
Bemporad A.
|
2016 European Control Conference, ECC 2016 |
Special Issue on: A sense of interaction in humans and robots: From visual perception to social cognition
|
2017 |
Sciutti A.
Noceti N.
|
IEEE Transactions on Cognitive and Developmental Systems |
Shearlets as multi-scale Radon transform
|
2017 |
Bartolucci F.
De Mari F.
De Vito E.
Odone F.
|
2017 12th International Conference on Sampling Theory and Applications, SampTA 2017 |
Scale Invariant and Noise Robust Interest Points with Shearlets
|
2017 |
Duval-Poo M.A.
Noceti N.
Odone F.
De Vito E.
|
IEEE Transactions on Image Processing |
Regularized Kernel Algorithms for Support Estimation
|
2017 |
Rudi A.
De Vito E.
Verri A.
Odone F.
|
Frontiers in Applied Mathematics and Statistics |
Recent progress in shearlet theory: systematic construction of shearlet dilation groups, characterization of wavefront sets, and new embeddings
|
2017 |
Alberti G.S.
Dahlke S.
De Mari F.
De Vito E.
Führ H.
|
Applied and Numerical Harmonic Analysis |
Perimeter as relaxed Minkowski content in metric measure spaces
|
2017 |
Ambrosio L.
Di Marino S.
Gigli N.
|
Nonlinear Analysis, Theory, Methods and Applications |
PALLADIO: A parallel framework for robust variable selection in high-dimensional data
|
2017 |
Barbieri M.
Fiorini S.
Tomasi F.
Barla A.
|
Proceedings of PyHPC 2016: 6th Workshop on Python for High-Performance and Scientific Computing - Held in conjunction with SC16: The International Conference for High Performance Computing, Networking, Storage and Analysis |
Optimal rates for multi-pass stochastic gradient methods
|
2017 |
Lin J.
Rosasco L.
|
Journal of Machine Learning Research |
Multiscale geometric methods for data sets I: Multiscale SVD, noise and curvature
|
2017 |
Little A.V.
Maggioni M.
Rosasco L.
|
Applied and Computational Harmonic Analysis |
Mathematical analysis of ultrafast ultrasound imaging
|
2017 |
Alberti G.S.
Ammari H.
Romero F.
Wintz T.
|
SIAM Journal on Applied Mathematics |
Local spatio-temporal representation using the 3D shearlet transform
|
2017 |
Malafronte D.
Odone F.
De Vito E.
|
2017 12th International Conference on Sampling Theory and Applications, SampTA 2017 |
Investigating the use of space-time primitives to understand human movements
|
2017 |
Malafronte D.
Goyal G.
Vignolo A.
Odone F.
Noceti N.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Investigating natural interaction in augmented reality environments using motion qualities
|
2017 |
Chessa M.
Noceti N.
|
VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications |
Invariant recognition predicts tuning of neurons in sensory cortex
|
2017 |
Mutch J.
Anselmi F.
Tacchetti A.
Rosasco L.
Leibo J.Z.
Poggio T.
|
Cognitive Science and Technology |
Interactive data collection for deep learning object detectors on humanoid robots
|
2017 |
Maiettini E.
Pasquale G.
Rosasco L.
Natale L.
|
IEEE-RAS International Conference on Humanoid Robots |
"Hands on" visual recognition for visually impaired users
|
2017 |
Sosa-García J.
Odone F.
|
ACM Transactions on Accessible Computing |
Geometric classification of semidirect products in the maximal parabolic subgroup of Sp (2,R)
|
2017 |
De Mari F.
De Vito E.
Vigogna S.
|
Analysis and Applications |
Generalization properties of learning with random features
|
2017 |
Rudi A.
Rosasco L.
|
Advances in Neural Information Processing Systems |
FALKON: An optimal large scale kernel method
|
2017 |
Rudi A.
Carratino L.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Exploring biological motion regularities of human actions: A new perspective on video analysis
|
2017 |
Noceti N.
Odone F.
Sciutti A.
Sandini G.
|
ACM Transactions on Applied Perception |
Disjoint sparsity for signal separation and applications to hybrid inverse problems in medical imaging
|
2017 |
Alberti G.S.
Ammari H.
|
Applied and Computational Harmonic Analysis |
Direct inversion from partial-boundary data in electrical impedance tomography
|
2017 |
Hauptmann A.
Santacesaria M.
Siltanen S.
|
Inverse Problems |
Detection and description of scale invariant interest points with shearlets
|
2017 |
Duval-Poo M.A.
Noceti N.
Odone F.
De Vito E.
|
2017 12th International Conference on Sampling Theory and Applications, SampTA 2017 |
Detecting spatio-temporally interest points using the shearlet transform
|
2017 |
Malafronte D.
Odone F.
De Vito E.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Detecting biological motion for human-robot interaction: A link between perception and action
|
2017 |
Vignolo A.
Noceti N.
Rea F.
Sciutti A.
Odone F.
Sandini G.
|
Frontiers Robotics AI |
Data-driven strategies for robust forecast of continuous glucose monitoring time-series
|
2017 |
Fiorini S.
Martini C.
Malpassi D.
Cordera R.
Maggi D.
Verri A.
Barla A.
|
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS |
Critical Points for Elliptic Equations with Prescribed Boundary Conditions
|
2017 |
Alberti G.S.
Bal G.
Di Cristo M.
|
Archive for Rational Mechanics and Analysis |
Coorbit Spaces with Voice in a Fréchet Space
|
2017 |
Dahlke S.
De Mari F.
De Vito E.
Labate D.
Steidl G.
Teschke G.
Vigogna S.
|
Journal of Fourier Analysis and Applications |
Continuous and discrete frames generated by the evolution flow of the Schrödinger equation
|
2017 |
Alberti G.S.
Dahlke S.
De Mari F.
De Vito E.
Vigogna S.
|
Analysis and Applications |
Consistent multitask learning with nonlinear output relations
|
2017 |
Ciliberto C.
Rudi A.
Rosasco L.
Pontil M.
|
Advances in Neural Information Processing Systems |
Computational vision for social intelligence
|
2017 |
Vignolo A.
Sciutti A.
Rea F.
Noceti N.
Odone F.
Sandini G.
|
AAAI Spring Symposium - Technical Report |
Incremental robot learning of new objects with fixed update time
|
2017 |
Camoriano R.
Pasquale G.
Ciliberto C.
Natale L.
Rosasco L.
Metta G.
|
Proceedings - IEEE International Conference on Robotics and Automation |
A First-Order Stochastic Primal-Dual Algorithm with Correction Step
|
2017 |
Rosasco L.
Villa S.
Vũ B.C.
|
Numerical Functional Analysis and Optimization |
Unsupervised learning of invariant representations
|
2016 |
Anselmi F.
Leibo J.Z.
Rosasco L.
Mutch J.
Tacchetti A.
Poggio T.
|
Theoretical Computer Science |
Uniqueness issues for evolution equations with density constraints
|
2016 |
Di Marino S.
Meszaros A.R.
|
Mathematical Models and Methods in Applied Sciences |
The linearized inverse problem in multifrequency electrical impedance tomography
|
2016 |
Alberti G.S.
Ammari H.
Jin B.
Seo J.-K.
Zhang W.
|
SIAM Journal on Imaging Sciences |
The Geometry of Functions
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
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 |
Taylor expansions
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Stochastic Forward–Backward Splitting for Monotone Inclusions
|
2016 |
Rosasco L.
Villa S.
Vũ B.C.
|
Journal of Optimization Theory and Applications |
Sequences
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Separation of variables
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Retinal image analysis with shearlets
|
2016 |
Levet F.
Duval-Poo M.A.
de Vito E.
Odone F.
|
Italian Chapter Conference 2016 - Smart Tools and Apps in Computer Graphics, STAG 2016 |
Positive-energy D-bar method for acoustic tomography: A computational study
|
2016 |
De Hoop M.V.
Lassas M.
Santacesaria M.
Siltanen S.
Tamminen J.P.
|
Inverse Problems |
Portable and fast text detection
|
2016 |
Zini L.
Odone F.
|
Machine Vision and Applications |
Optimal learning for multi-pass stochastic gradient methods
|
2016 |
Lin J.
Rosasco L.
|
Advances in Neural Information Processing Systems |
On local non-zero constraints in PDE with analytic coefficients
|
2016 |
Alberti G.S.
Capdeboscq Y.
|
Contemporary Mathematics |
On invariance and selectivity in representation learning
|
2016 |
Anselmi F.
Rosasco L.
Poggio T.
|
Information and Inference |
Object identification from few examples by improving the invariance of a deep convolutional neural network
|
2016 |
Pasquale G.
Ciliberto C.
Rosasco L.
Natale L.
|
IEEE International Conference on Intelligent Robots and Systems |
Nytro: When subsampling meets early stopping
|
2016 |
Camoriano R.
Angles T.
Rudi A.
Rosasco L.
|
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016 |
Numerical series
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Limits of functions
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Miscellaneous
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Measure sweeping processes
|
2016 |
Di Marino S.
Maury B.
Santambrogio F.
|
Journal of Convex Analysis |
Maximum, Minimum, Supremum, Infimum
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Manipulation of graphs
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
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 |
A consistent regularization approach for structured prediction
|
2016 |
Ciliberto C.
Rudi A.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Iterative regularization for learning with convex loss functions
|
2016 |
Lin J.
Rosasco L.
Zhou D.-X.
|
Journal of Machine Learning Research |
Invertible mappings
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Indefinite and definite integrals
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Incremental semiparametric inverse dynamics learning
|
2016 |
Camoriano R.
Traversaro S.
Rosasco L.
Metta G.
Nori F.
|
Proceedings - IEEE International Conference on Robotics and Automation |
Improper integrals and integral functions
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Holographic embeddings of knowledge graphs
|
2016 |
Nickel M.
Rosasco L.
Poggio T.
|
30th AAAI Conference on Artificial Intelligence, AAAI 2016 |
Generalization properties and implicit regularization for multiple passes SGM
|
2016 |
Lin J.
Camoriano R.
Rosasco L.
|
33rd International Conference on Machine Learning, ICML 2016 |
First order linear differential equations
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Enabling depth-driven visual attention on the iCub humanoid robot: Instructions for use and new perspectives
|
2016 |
Pasquale G.
Mar T.
Ciliberto C.
Rosasco L.
Natale L.
|
Frontiers Robotics AI |
Differentiable functions
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Different Faces of the Shearlet Group
|
2016 |
Dahlke S.
De Mari F.
De Vito E.
Häuser S.
Steidl G.
Teschke G.
|
Journal of Geometric Analysis |
Continuous functions
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Constant coefficient linear differential equations
|
2016 |
Baronti M.
De Mari F.
van der Putten R.
Venturi I.
|
UNITEXT - La Matematica per il 3 piu 2 |
Combining sensory modalities and exploratory procedures to improve haptic object recognition in robotics
|
2016 |
Higy B.
Ciliberto C.
Rosasco L.
Natale L.
|
IEEE-RAS International Conference on Humanoid Robots |
Biological movement detector enhances the attentive skills of humanoid robot iCub
|
2016 |
Vignolo A.
Rea F.
Noceti N.
Sciutti A.
Odone F.
Sandini G.
|
IEEE-RAS International Conference on Humanoid Robots |
An integrated artificial vision framework for assisting visually impaired users
|
2016 |
Chessa M.
Noceti N.
Odone F.
Solari F.
Sosa-García J.
Zini L.
|
Computer Vision and Image Understanding |
Adaptive Body Gesture Representation for Automatic Emotion Recognition
|
2016 |
Piana S.
Stagliańo A.
Odone F.
Camurri A.
|
ACM Transactions on Interactive Intelligent Systems |
Active perception: Building objects' models using tactile exploration
|
2016 |
Jamali N.
Ciliberto C.
Rosasco L.
Natale L.
|
IEEE-RAS International Conference on Humanoid Robots |
Absence of Critical Points of Solutions to the Helmholtz Equation in 3D
|
2016 |
Alberti G.S.
|
Archive for Rational Mechanics and Analysis |
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions
|
2016 |
Rosasco L.
Villa S.
Vũ B.C.
|
Optimization |
A prototype application for long-time behavior modeling and abnormal events detection
|
2016 |
Noceti N.
Odone F.
|
VISIGRAPP 2016 - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications |
Multi-frequency acousto-electromagnetic tomography
|
2016 |
Alberti G.S.
Ammari H.
Ruan K.
|
Contemporary Mathematics |
The use of representations in applied harmonic analysis
|
2015 |
De Mari F.
De Vito E.
|
Applied and Numerical Harmonic Analysis |
The p-weak gradient depends on p
|
2015 |
Di Marino S.
Speight G.
|
Proceedings of the American Mathematical Society |
The Hour of Code has arrived in Genoa! [L’Ora del Codice è arrivata a Genova!]
|
2015 |
Ancona D.
Barla A.
Catania B.
Delzanno G.
Guerrini G.
Mascardi V.
Odone F.
Ribaudo M.
|
Mondo Digitale |
Structured multi-class feature selection with an application to face recognition
|
2015 |
Zini L.
Noceti N.
Fusco G.
Odone F.
|
Pattern Recognition Letters |
A Hölder-logarithmic stability estimate for an inverse problem in two dimensions
|
2015 |
Santacesaria M.
|
Journal of Inverse and Ill-Posed Problems |
On the duality between p-modulus and probability measures
|
2015 |
Ambrosio L.
Di Marino S.
Savaré G.
|
Journal of the European Mathematical Society |
On multiple frequency power density measurements II: The full Maxwell's equations
|
2015 |
Alberti G.S.
|
Journal of Differential Equations |
Object segmentation using independent motion detection
|
2015 |
Kumar S.
Odone F.
Noceti N.
Natale L.
|
IEEE-RAS International Conference on Humanoid Robots |
Multimarginal optimal transport maps for one-dimensional repulsive costs
|
2015 |
Colombo M.
De Pascale L.
Di Marino S.
|
Canadian Journal of Mathematics |
Mean BoF per quadrant: Simple and effective way to embed spatial information in bag of features
|
2015 |
Sosa-García J.
Odone F.
|
VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings |
Less is more: Nyström computational regularization
|
2015 |
Rudi A.
Camoriano R.
Rosasco L.
|
Advances in Neural Information Processing Systems |
Learning with incremental iterative regularization
|
2015 |
Rosasco L.
Villa S.
|
Advances in Neural Information Processing Systems |
Learning multiple visual tasks while discovering their structure
|
2015 |
Ciliberto C.
Rosasco L.
Villa S.
|
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition |
Good practices on hand gestures recognition for the design of customized NUI
|
2015 |
Malafronte D.
Noceti N.
|
VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings |
Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm
|
2015 |
Masecchia S.
Coco S.
Barla A.
Verri A.
Tonini G.P.
|
BMC Medical Genomics |
From group representations to signal analysis
|
2015 |
Dahlke S.
De Mari F.
Grohs P.
Labate D.
|
Applied and Numerical Harmonic Analysis |
Estimating human actions affinities across views
|
2015 |
Noceti N.
Sciutti A.
Rea F.
Odone F.
Sandini G.
|
VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings |
Equality between Monge and Kantorovich multimarginal problems with Coulomb cost
|
2015 |
Colombo M.
Di Marino S.
|
Annali di Matematica Pura ed Applicata |
Enhancing signal discontinuities with shearlets: An application to corner detection
|
2015 |
Duval-Poo M.A.
Odone F.
De Vito E.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Enforcing Local Non-Zero Constraints in PDEs and Applications to Hybrid Imaging Problems
|
2015 |
Alberti G.S.
|
Communications in Partial Differential Equations |
Edges and Corners With Shearlets
|
2015 |
Duval-Poo M.A.
Odone F.
De Vito E.
|
IEEE Transactions on Image Processing |
Discriminative template learning in group-convolutional networks for invariant speech representations
|
2015 |
Zhang C.
Voinea S.
Evangelopoulos G.
Rosasco L.
Poggio T.
|
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH |
Discovering discrete subword units with binarized autoencoders and hidden-markov-model encoders
|
2015 |
Badino L.
Mereta A.
Rosasco L.
|
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH |
Convex learning of multiple tasks and their structure
|
2015 |
Ciliberto C.
Mroueh Y.
Poggio T.
Rosasco L.
|
32nd International Conference on Machine Learning, ICML 2015 |
Cognition helps vision: Recognizing biological motion using invariant dynamic cues
|
2015 |
Noceti N.
Sciutti A.
Sandini G.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Characterizing the input-output function of the olfactory-limbic pathway in the Guinea pig
|
2015 |
Breschi G.L.
Ciliberto C.
Nieus T.
Rosasco L.
Taverna S.
Chiappalone M.
Pasquale V.
|
Computational Intelligence and Neuroscience |
BMTDL for scene modeling on the SBI dataset
|
2015 |
Noceti N.
Staglianò A.
Verri A.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Banknote recognition as a CBIR problem
|
2015 |
Sosa-García J.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Advances in dynamic modeling of colorectal cancer signalingnetwork regions, a path toward targeted therapies
|
2015 |
Tortolina L.
Duffy D.J.
Maffei M.
Castagnino N.
Carmody A.M.
Kolch W.
Kholodenko B.N.
De Ambrosi C.
Barla A.
Biganzoli E.M.
Nencioni A.
Patrone F.
, et al.
|
Oncotarget |
A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes
|
2015 |
Fiorini S.
Verri A.
Tacchino A.
Ponzio M.
Brichetto G.
Barla A.
|
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS |
Online space-variant background modeling with sparse coding
|
2015 |
Staglianò A.
Noceti N.
Verri A.
Odone F.
|
IEEE Transactions on Image Processing |
3D stereo estimation and fully automated learning of eye-hand coordination in humanoid robots
|
2015 |
Fanello S.R.
Pattacini U.
Gori I.
Tikhanoff V.
Randazzo M.
Roncone A.
Odone F.
Metta G.
|
IEEE-RAS International Conference on Humanoid Robots |
Word-level invariant representations from acoustic waveforms
|
2014 |
Voinea S.
Zhang C.
Evangelopoulos G.
Rosasco L.
Poggio T.
|
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH |
Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging
|
2014 |
Chiusano G.
Staglianò A.
Basso C.
Verri A.
|
Artificial Intelligence in Medicine |
The use of platelet-rich plasma gel in patients with mixed tumour undergoing superficial parotidectomy: A randomized study
|
2014 |
Scala M.
Mereu P.
Spagnolo F.
Massa M.
Barla A.
Mosci S.
Forno G.
Ingenito A.
Strada P.
|
In Vivo |
Semi-supervised learning of sparse representations to recognize people spatial orientation
|
2014 |
Noceti N.
Odone F.
|
2014 IEEE International Conference on Image Processing, ICIP 2014 |
Regenerative medicine for the treatment of teno-desmic injuries of the equine. A series of 150 horses treated with platelet-derived growth factors
|
2014 |
Scala M.
Lenarduzzi S.
Spagnolo F.
Trapasso M.
Ottonello C.
Muraglia A.
Barla A.
Strada P.
|
In Vivo |
Quantitative echography in primary uveal melanoma treated by proton beam therapy
|
2014 |
Mosci C.
Lanza F.B.
Mosci S.
Barla A.
|
Canadian Journal of Ophthalmology |
Reproducing subgroups of Sp(2, ℝ). Part II: Admissible vectors
|
2014 |
Alberti G.S.
De Mari F.
De Vito E.
Mantovani L.
|
Monatshefte fur Mathematik |
Proximal methods for the latent group lasso penalty
|
2014 |
Villa S.
Rosasco L.
Mosci S.
Verri A.
|
Computational Optimization and Applications |
Phone classification by a hierarchy of invariant representation layers
|
2014 |
Zhang C.
Voinea S.
Evangelopoulos G.
Rosasco L.
Poggio T.
|
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH |
On efficiency and low sample complexity in phase retrieval
|
2014 |
Mroueh Y.
Rosasco L.
|
IEEE International Symposium on Information Theory - Proceedings |
Multiview matching of articulated objects
|
2014 |
Zini L.
Odone F.
Cavallaro A.
|
IEEE Transactions on Circuits and Systems for Video Technology |
A machine learning pipeline for identification of discriminant pathways
|
2014 |
Barla A.
Jurman G.
Visintainer R.
Squillario M.
Filosi M.
Riccadonna S.
Furlanello C.
|
Springer Handbook of Bio-/Neuroinformatics |
Identification of pathway signatures in Parkinson's disease with gene ontology and sparse regularization
|
2014 |
Squillario M.
Zycinski G.
Barla A.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Humans in groups: The importance of contextual information for understanding collective activities
|
2014 |
Noceti N.
Odone F.
|
Pattern Recognition |
Geometrical and computational aspects of Spectral Support Estimation for novelty detection
|
2014 |
Rudi A.
Odone F.
De Vito E.
|
Pattern Recognition Letters |
A deep representation for invariance and music classification
|
2014 |
Zhang C.
Evangelopoulos G.
Voinea S.
Rosasco L.
Poggio T.
|
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings |
Equivalent definitions of BV space and of total variation on metric measure spaces
|
2014 |
Ambrosio L.
Di Marino S.
|
Journal of Functional Analysis |
Emotional charades
|
2014 |
Piana S.
Staglianò A.
Odone F.
Camurri A.
|
ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction |
Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than lipschitz complex coefficients
|
2014 |
Alberti G.S.
Capdeboscq Y.
|
SIAM Journal on Mathematical Analysis |
Dictionary based pooling for object categorization
|
2014 |
Fanello S.R.
Noceti N.
Metta G.
Odone F.
|
VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications |
Ask the image: Supervised pooling to preserve feature locality
|
2014 |
Fanello S.R.
Noceti N.
Ciliberto C.
Metta G.
Odone F.
|
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition |
Alternating proximal regularized dictionary learning
|
2014 |
Salzo S.
Masecchia S.
Verri A.
Barla A.
|
Neural Computation |
A spectral graph kernel and its application to collective activities classification
|
2014 |
Noceti N.
Odone F.
|
Proceedings - International Conference on Pattern Recognition |
Learning sets with separating kernels
|
2014 |
De Vito E.
Rosasco L.
Toigo A.
|
Applied and Computational Harmonic Analysis |
Exploiting global force torque measurements for local compliance estimation in tactile arrays
|
2014 |
Ciliberto C.
Fiorio L.
Maggiali M.
Natale L.
Rosasco L.
Metta G.
Sandini G.
Nori F.
|
IEEE International Conference on Intelligent Robots and Systems |
A compositional approach for 3D arm-hand action recognition
|
2013 |
Gori I.
Fanello S.R.
Odone F.
Metta G.
|
2013 IEEE Workshop on Robot Vision, WORV 2013 |
Structured multi-class feature selection for effective face recognition
|
2013 |
Fusco G.
Zini L.
Noceti N.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Stability estimates for an inverse problem for the Schrödinger equation at negative energy in two dimensions
|
2013 |
Santacesaria M.
|
Applicable Analysis |
Reproducing Subgroups of Sp(2,ℝ). Part I: Algebraic Classification
|
2013 |
Alberti G.S.
Balletti L.
De Mari F.
De Vito E.
|
Journal of Fourier Analysis and Applications |
Regenerative surgery for the definitive repair of chronic ulcers: A series of 34 cases treated with platelet-derived growth factors
|
2013 |
Spagnolo F.
Trapasso M.
Monteghirfo S.
Barla A.
Scala M.
|
Plastic and Reconstructive Surgery |
Precise people counting in real time
|
2013 |
Zini L.
Noceti N.
Odone F.
|
2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings |
Parameter space exploration within dynamic simulations of signaling networks
|
2013 |
De Ambrosi C.
Barla A.
Tortolina L.
Castagnino N.
Pesenti R.
Verri A.
Ballestrero A.
Patrone F.
Parodi S.
|
Mathematical Biosciences and Engineering |
One-shot learning for real-time action recognition
|
2013 |
Fanello S.R.
Gori I.
Metta G.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
On the sample complexity of subspace learning
|
2013 |
Rudi A.
Canas G.D.
Rosasco L.
|
Advances in Neural Information Processing Systems |
On the impact of learning hierarchical representations for visual recognition in robotics
|
2013 |
Ciliberto C.
Fanello S.R.
Santoro M.
Natale L.
Metta G.
Rosasco L.
|
IEEE International Conference on Intelligent Robots and Systems |
On multiple frequency power density measurements
|
2013 |
Alberti G.S.
|
Inverse Problems |
On learnability, complexity and stability
|
2013 |
Villa S.
Rosasco L.
Poggio T.
|
Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik |
What epipolar geometry can do for video-surveillance
|
2013 |
Noceti N.
Balduzzi L.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
New global stability estimates for the Calderón problem in two dimensions
|
2013 |
Santacesaria M.
|
Journal of the Institute of Mathematics of Jussieu |
Neural model with particle swarm optimization Kalman learning for forecasting in smart grids
|
2013 |
Alanis A.Y.
Ricalde L.J.
Simetti C.
Odone F.
|
Mathematical Problems in Engineering |
Multi-class image classification: Sparsity does it better
|
2013 |
Fanello S.R.
Noceti N.
Metta G.
Odone F.
|
VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications |
Monochromatic reconstruction algorithms for two-dimensional multi-channel inverse problems
|
2013 |
Novikov R.G.
Santacesaria M.
|
International Mathematics Research Notices |
Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas
|
2013 |
Mascelli S.
Barla A.
Raso A.
Mosci S.
Nozza P.
Biassoni R.
Morana G.
Huber M.
Mircean C.
Fasulo D.
Noy K.
Wittemberg G.
, et al.
|
BMC Cancer |
Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data
|
2013 |
Zycinski G.
Barla A.
Squillario M.
Sanavia T.
Di Camillo B.
Verri A.
|
Source Code for Biology and Medicine |
Keep it simple and sparse: Real-time action recognition
|
2013 |
Fanello S.R.
Gori I.
Metta G.
Odone F.
|
Journal of Machine Learning Research |
ICub world: Friendly robots help building good vision data-sets
|
2013 |
Fanello S.R.
Ciliberto C.
Santoro M.
Natale L.
Metta G.
Rosasco L.
Odone F.
|
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops |
Gurls: A least squares library for supervised learning
|
2013 |
Tacchetti A.
Mallapragada P.K.
Rosasco L.
Santoro M.
|
Journal of Machine Learning Research |
Dictionary learning improves subtyping of breast cancer aCGH data
|
2013 |
Masecchia S.
Barla A.
Salzo S.
Verri A.
|
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS |
Background modeling through dictionary learning
|
2013 |
Staglianò A.
Noceti N.
Verri A.
Odone F.
|
2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings |
An extension of Mercer theorem to matrix-valued measurable kernels
|
2013 |
De Vito E.
Umanità V.
Villa S.
|
Applied and Computational Harmonic Analysis |
Admissible vectors for mock metaplectic representations
|
2013 |
De Mari F.
De Vito E.
|
Applied and Computational Harmonic Analysis |
Action-based multi-camera synchronization
|
2013 |
Zini L.
Cavallaro A.
Odone F.
|
IEEE Journal on Emerging and Selected Topics in Circuits and Systems |
Accelerated and inexact forward-backward algorithms
|
2013 |
Villa S.
Salzo S.
Baldassarre L.
Verri A.
|
SIAM Journal on Optimization |
A dictionary learning based method for aCGH segmentation
|
2013 |
Masecchia S.
Salzo S.
Barla A.
Verri A.
|
ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning |
Nonparametric sparsity and regularization
|
2013 |
Rosasco L.
Villa S.
Mosci S.
Santoro M.
Verri A.
|
Journal of Machine Learning Research |
Novel automated system for magnetic resonance imaging quantification of the inflamed synovial membrane volume in patients with juvenile idiopathic arthritis
|
2012 |
Malattia C.
Damasio M.B.
Basso C.
Santoro M.
Verri A.
Pederzoli S.
Mattiuz C.
Viola S.
Buoncompagni A.
Madeo A.
Mazzoni M.
Rosendahl K.
, et al.
|
Arthritis Care and Research |
Multiclass learning with simplex coding
|
2012 |
Mroueh Y.
Poggio T.
Rosasco L.
Slotine J.-J.E.
|
Advances in Neural Information Processing Systems |
Multi-output learning via spectral filtering
|
2012 |
Baldassarre L.
Rosasco L.
Barla A.
Verri A.
|
Machine Learning |
Learning probability measures with respect to optimal transport metrics
|
2012 |
Canas G.D.
Rosasco L.A.
|
Advances in Neural Information Processing Systems |
Learning manifolds with k-means and k-flats
|
2012 |
Canas G.D.
Poggio T.
Rosasco L.A.
|
Advances in Neural Information Processing Systems |
Learning common behaviors from large sets of unlabeled temporal series
|
2012 |
Noceti N.
Odone F.
|
Image and Vision Computing |
Is there sparsity beyond additive models?
|
2012 |
Mosci S.
Rosasco L.
Santoro M.
Verri A.
Villa S.
|
IFAC Proceedings Volumes (IFAC-PapersOnline) |
Inexact and accelerated proximal point algorithms
|
2012 |
Salzo S.
Villa S.
|
Journal of Convex Analysis |
Global stability for the multi-channel Gel'fand-Calderón inverse problem in two dimensions
|
2012 |
Santacesaria M.
|
Bulletin des Sciences Mathematiques |
Gel'fand-Calderón's inverse problem for anisotropic conductivities on bordered surfaces in ℝ3
|
2012 |
Henkin G.
Santacesaria M.
|
International Mathematics Research Notices |
Effect of size and heterogeneity of samples on biomarker discovery: Synthetic and real data assessment
|
2012 |
Di Camillo B.
Sanavia T.
Martini M.
Jurman G.
Sambo F.
Barla A.
Squillario M.
Furlanello C.
Toffolo G.
Cobelli C.
|
PLoS ONE |
Dynamic simulations of pathways downstream of TGFβ, Wnt and EGF-family growth factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors
|
2012 |
Tortolina L.
Castagnino N.
De Ambrosi C.
Barla A.
Verri A.
Zoppoli G.
Bagnasco L.
Piras D.
Patrone F.
Ballestrero A.
Parodi S.
|
SEMA SIMAI Springer Series |
A machine learning pipeline for discriminant pathways identification
|
2012 |
Barla A.
Jurman G.
Visintainer R.
Squillario M.
Filosi M.
Riccadonna S.
Furlanello C.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Convergence analysis of a proximal Gauss-Newton method
|
2012 |
Salzo S.
Villa S.
|
Computational Optimization and Applications |
Consistency of learning algorithms using Attouch-Wets convergence
|
2012 |
Villa S.
Rosasco L.
Mosci S.
Verri A.
|
Optimization |
Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy
|
2012 |
Mosci C.
Lanza F.B.
Barla A.
Mosci S.
Hérault J.
Anselmi L.
Truini M.
|
Ophthalmologica |
Combining retrieval and classification for real-time face recognition
|
2012 |
Fusco G.
Noceti N.
Odone F.
|
Proceedings - 2012 IEEE 9th International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2012 |
All gestures you can: A memory game against a humanoid robot
|
2012 |
Gori I.
Fanello S.R.
Metta G.
Odone F.
|
IEEE-RAS International Conference on Humanoid Robots |
Adaptive optimization for cross validation
|
2012 |
Rudi A.
Chiusano G.
Verri A.
|
ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning |
A wind speed neural model with particle swarm optimization Kalman learning
|
2012 |
Alanis A.Y.
Simetti C.
Ricalde L.J.
Odone F.
|
World Automation Congress Proceedings |
A vision-based navigation facility for planetary entry descent landing
|
2012 |
Lanza P.
Noceti N.
Maddaleno C.
Toma A.
Zini L.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Discriminant functional gene groups identification with machine learning and prior knowledge
|
2012 |
Zycinski G.
Squillario M.
Barla A.
Sanavia T.
Verri A.
Di Camillo B.
|
ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning |
Using object affordances to improve object recognition
|
2011 |
Castellini C.
Tommasi T.
Noceti N.
Odone F.
Caputo B.
|
IEEE Transactions on Autonomous Mental Development |
Unsupervised video surveillance
|
2011 |
Noceti N.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
SVS: Data and knowledge integration in computational biology
|
2011 |
Zycinski G.
Barla A.
Verri A.
|
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS |
Spectral clustering with more than K eigenvectors
|
2011 |
Rebagliati N.
Verri A.
|
Neurocomputing |
Some recent advances in multiscale geometric analysis of point clouds
|
2011 |
Chen G.
Little A.V.
Maggioni M.
Rosasco L.
|
Applied and Numerical Harmonic Analysis |
Relative pose estimation for planetary entry descent landing
|
2011 |
Zini L.
Odone F.
Verri A.
Lanza P.
Marcer A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
PADDLE: Proximal algorithm for dual dictionaries learning
|
2011 |
Basso C.
Santoro M.
Verri A.
Villa S.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Kernels for vector-valued functions: A review
|
2011 |
Álvarez M.A.
Rosasco L.
Lawrence N.D.
|
Foundations and Trends in Machine Learning |
Global uniqueness and reconstruction for the multi-channel Gel'fand-Calderón inverse problem in two dimensions
|
2011 |
Novikov R.G.
Santacesaria M.
|
Bulletin des Sciences Mathematiques |
Efficient pedestrian detection with group lasso
|
2011 |
Zini L.
Odone F.
|
Proceedings of the IEEE International Conference on Computer Vision |
DCE-MRI analysis using sparse adaptive representations
|
2011 |
Chiusano G.
Staglianò A.
Basso C.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization
|
2011 |
De Vito E.
Umanit V.
Villa S.
|
Journal of Complexity |
A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study
|
2011 |
Squillario M.
Barla A.
|
BMC Medical Genomics |
Vector valued reproducing kernel hilbert spaces and universality
|
2010 |
Carmeli C.
De Vito E.
Toigo A.
Umanità V.
|
Analysis and Applications |
A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients
|
2010 |
Fardin P.
Barla A.
Mosci S.
Rosasco L.
Verri A.
Versteeg R.
Caron H.N.
Molenaar J.J.
Øra I.
Eva A.
Puppo M.
Varesio L.
|
Molecular Cancer |
Spectral regularization for support estimation
|
2010 |
De Vito E.
Rosasco L.
Toigo A.
|
Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 |
Learning how to grasp objects
|
2010 |
Barla A.
Baldassarre L.
Noceti N.
Odone F.
|
Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010 |
Rigidity of carnot groups relative to multicontact structures
|
2010 |
De Mari F.
Ottazzi A.
|
Proceedings of the American Mathematical Society |
On learning with integral operators
|
2010 |
Rosasco L.
Belkin M.
De Vito E.
|
Journal of Machine Learning Research |
On an inverse problem for anisotropic conductivity in the plane
|
2010 |
Henkin G.
Santacesaria M.
|
Inverse Problems |
Mathematics of the neural response
|
2010 |
Smale S.
Rosasco L.
Bouvrie J.
Caponnetto A.
Poggio T.
|
Foundations of Computational Mathematics |
Low-cost face biometry for visually impaired users
|
2010 |
Balduzzi L.
Fusco G.
Odone F.
Dini S.
Mesiti M.
Destrero A.
Lovato A.
|
BioMS 2010 - 2010 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, Proceedings |
A global stability estimate for the Gel'fand-Calderón inverse problem in two dimensions
|
2010 |
Novikov R.
Santacesaria M.
|
Journal of Inverse and Ill-Posed Problems |
Identification of multiple hypoxia signatures in neuroblastoma cell lines by l1-l2 regularization and data reduction
|
2010 |
Fardin P.
Cornero A.
Barla A.
Mosci S.
Acquaviva M.
Rosasco L.
Gambini C.
Verri A.
Varesio L.
|
Journal of Biomedicine and Biotechnology |
Elastic-net regularization: Iterative algorithms and asymptotic behavior of solutions
|
2010 |
Umanita V.
Villa S.
|
Numerical Functional Analysis and Optimization |
Dynamic contrast-enhanced magnetic resonance imaging in the assessment of disease activity in patients with juvenile idiopathic arthritis.
|
2010 |
Malattia C.
Damasio M.B.
Basso C.
Verri A.
Magnaguagno F.
Viola S.
Gattorno M.
Ravelli A.
Tomà P.
Martini A.
|
Rheumatology (Oxford, England) |
Dimensional upper bounds for admissible subgroups for the metaplectic representation
|
2010 |
Cordero E.
De Mari F.
Nowak K.
Tabacco A.
|
Mathematische Nachrichten |
An adaptive video surveillance architecture for behavior analysis
|
2010 |
Zini L.
Noceti N.
Odone F.
|
Eurographics Italian Chapter Conference 2010 |
Adaptive kernel methods using the balancing principle
|
2010 |
De Vito E.
Pereverzyev S.
Rosasco L.
|
Foundations of Computational Mathematics |
A regularization approach to nonlinear variable selection
|
2010 |
Rosasco L.
Santoro M.
Mosci S.
Verri A.
Villa S.
|
Journal of Machine Learning Research |
A randomized algorithm for spectral clustering
|
2010 |
Rebagliati N.
Verri A.
|
Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010 |
A primal-dual algorithm for group sparse regularization with overlapping groups
|
2010 |
Mosci S.
Villa S.
Verri A.
Rosasco L.
|
Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 |
Solving structured sparsity regularization with proximal methods
|
2010 |
Mosci S.
Rosasco L.
Santoro M.
Verri A.
Villa S.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Vector field learning via spectral filtering
|
2010 |
Baldassarre L.
Rosasco L.
Barla A.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Towards a theoretical framework for learning multi-modal patterns for embodied agents
|
2009 |
Noceti N.
Caputo B.
Castellini C.
Baldassarre L.
Barla A.
Rosasco L.
Odone F.
Sandini G.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
The l1-l2regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines
|
2009 |
Fardin P.
Barla A.
Mosci S.
Rosasco L.
Verri A.
Varesio L.
|
BMC Genomics |
Spatio-temporal constraints for on-line 3D object recognition in videos
|
2009 |
Noceti N.
Delponte E.
Odone F.
|
Computer Vision and Image Understanding |
Segmentation of inflamed synovia in multi-modal 3D MRI
|
2009 |
Basso C.
Santoro M.
Verri A.
Esposito M.
|
Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 |
Quantum homodyne tomography as an informationally complete positive-operator-valued measure
|
2009 |
Albini P.
De Vito E.
Toigo A.
|
Journal of Physics A: Mathematical and Theoretical |
Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France
|
2009 |
Mosci C.
Mosci S.
Barla A.
Squarcia S.
Chauvel P.
Iborra N.
|
European Journal of Ophthalmology |
On invariance in hierarchical models
|
2009 |
Bouvrie J.
Rosasco L.
Poggio T.
|
Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference |
Incentive compatibility in kidney exchange problems
|
2009 |
Villa S.
Patrone F.
|
Health Care Management Science |
Improving 3D shape retrieval with SVM
|
2009 |
Delponte E.
Basso C.
Odone F.
Puppo E.
|
GRAPP 2009 - Proceedings of the 4th International Conference on Computer Graphics Theory and Applications |
Feature selection for high-dimensional data
|
2009 |
Destrero A.
Mosci S.
De Mol C.
Verri A.
Odone F.
|
Computational Management Science |
Entropy conditions for L r -convergence of empirical processes
|
2009 |
Caponnetto A.
De Vito E.
Pontil M.
|
Advances in Computational Mathematics |
Elastic-net regularization in learning theory
|
2009 |
De Mol C.
De Vito E.
Rosasco L.
|
Journal of Complexity |
Deployment of a regularized feature selection framework on an overlay desktop grid
|
2009 |
Barla A.
Ferrante M.
|
HiBi09 - 2009 International Workshop on High Performance Computational Systems Biology |
Combined motion and appearance models for robust object tracking in real-time
|
2009 |
Noceti N.
Destrero A.
Lovato A.
Odone F.
|
6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009 |
Clinical evaluation of a (1,3)-β-D-glucan assay for presumptive diagnosis of Pneumocystis jiroveci pneumonia in immunocompromised patients
|
2009 |
Del Bono V.
Mularoni A.
Furfaro E.
Delfino E.
Rosasco L.
Miletich F.
Viscoli C.
|
Clinical and Vaccine Immunology |
A sparsity-enforcing method for learning face features
|
2009 |
Destrero A.
De Mol C.
Odone F.
Verri A.
|
IEEE Transactions on Image Processing |
A regularized method for selecting nested groups of relevant genes from microarray data
|
2009 |
De Mol C.
Mosci S.
Traskine M.
Verri A.
|
Journal of Computational Biology |
A regularized framework for feature selection in face detection and authentication
|
2009 |
Destrero A.
De Mol C.
Odone F.
Verri A.
|
International Journal of Computer Vision |
A note on learning with integral operators
|
2009 |
Rosasco L.
Belkin M.
De Vito E.
|
COLT 2009 - The 22nd Conference on Learning Theory |
A classification architecture based on connected components for text detection in unconstrained environments
|
2009 |
Zini L.
Destrero A.
Odone F.
|
6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009 |
3-SHIRT: Three-dimensional shape indexing and retrieval techniques
|
2008 |
Castellani U.
Cortelazzo G.
Cristani M.
Delponte E.
Fusiello A.
Giachetti A.
Mizzaro S.
Odone F.
Puppo E.
Scateni R.
Zanuttigh P.
|
6th Eurographics Italian Chapter Conference 2008 - Proceedings |
Spectral algorithms for supervised learning
|
2008 |
Lo Gerfo L.
Rosasco L.
Odone F.
De Vito E.
Verri A.
|
Neural Computation |
Machine learning methods for predictive proteomics
|
2008 |
Barla A.
Jurman G.
Riccadonna S.
Merler S.
Chierici M.
Furlanello C.
|
Briefings in Bioinformatics |
Generic well posedness in linear programming
|
2008 |
Lucchetti R.
Radrizzani P.
Villa S.
|
Pacific Journal of Optimization |
Vector valued regression for iron overload estimation
|
2008 |
Baldassarre L.
Barla A.
Gianesin B.
Marinelli M.
|
Proceedings - International Conference on Pattern Recognition |
Algebraic stability indicators for ranked lists in molecular profiling
|
2008 |
Jurman G.
Merler S.
Barla A.
Paoli S.
Galea A.
Furlanello C.
|
Bioinformatics |
A method for robust variable selection with significance assessment
|
2008 |
Barla A.
Mosci S.
Rosasco L.
Verri A.
|
ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning |
Finding structured gene signatures
|
2008 |
Mosci S.
Verri A.
Barla A.
Rosasco L.
|
Proceedings - 2008 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW |
A grid environment for high-throughput proteomics
|
2007 |
Cannataro M.
Barla A.
Flor R.
Jurman G.
Merler S.
Paoli S.
Tradigo G.
Veltri P.
Furlanello C.
|
IEEE Transactions on Nanobioscience |
Spatio-temporal constraints for matching view-based descriptions of 3D objects
|
2007 |
Delponte E.
Noceti N.
Odone F.
Verri A.
|
8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007 |
Optimal rates for the regularized least-squares algorithm
|
2007 |
Caponnetto A.
De Vito E.
|
Foundations of Computational Mathematics |
On the regularization of sliding modes
|
2007 |
Levaggi L.
Villa S.
|
SIAM Journal on Optimization |
On regularization algorithms in learning theory
|
2007 |
Bauer F.
Pereverzev S.
Rosasco L.
|
Journal of Complexity |
On early stopping in gradient descent learning
|
2007 |
Yao Y.
Rosasco L.
Caponnetto A.
|
Constructive Approximation |
Fitting 3D morphable models using implicit representations
|
2007 |
Basso C.
Verri A.
|
GRAPP 2007 - 2nd International Conference on Computer Graphics Theory and Applications, Proceedings |
Dimensionality reduction and generalization
|
2007 |
Mosci S.
Rosasco L.
Verri A.
|
ACM International Conference Proceeding Series |
Appearance-based 3D object recognition with time-invariant features
|
2007 |
Delponte E.
Noceti N.
Odone F.
Verri A.
|
Proceedings - 14th International conference on Image Analysis and Processing, ICIAP 2007 |
A trainable system for face detection in unconstrained environments
|
2007 |
Destrero A.
Odone F.
Verri A.
|
Proceedings - 14th International conference on Image Analysis and Processing, ICIAP 2007 |
A system for face detection and tracking in unconstrained environments
|
2007 |
Destrero A.
Odone F.
Verri A.
|
2007 IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2007 Proceedings |
A regularized approach to feature selection for face detection
|
2007 |
Destrero A.
De Mol C.
Odone F.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Support vectors algorithms as regularization networks
|
2007 |
Caponnetto A.
Rosasco L.
Odone F.
Verri A.
|
ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks |
Analytic features of reproducing groups for the metaplectic representation
|
2006 |
Cordero E.
De Mari F.
Nowak K.
Tabacco A.
|
Journal of Fourier Analysis and Applications |
Analysis on a local approach to 3D object recognition
|
2006 |
Delponte E.
Arnaud E.
Odone F.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Proteome profiling without selection bias
|
2006 |
Barla A.
Irler B.
Merler S.
Jurman G.
Paoli S.
Furlanello C.
|
Proceedings - IEEE Symposium on Computer-Based Medical Systems |
On a variational problem of Ulam
|
2006 |
Villa S.
|
IFIP International Federation for Information Processing |
Image classification and retrieval with kernel methods
|
2006 |
Odone F.
Verri A.
|
Kernel Methods in Bioengineering, Signal and Image Processing |
Approximability of sliding modes and regularization
|
2006 |
Levaggi L.
Villa S.
|
Proceedings of the 2006 International Workshop on Variable Structure Systems, VSS'06 |
Trains of keypoints for 3D object recognition
|
2006 |
Arnaud E.
Delponte E.
Odone F.
Verri A.
|
Proceedings - International Conference on Pattern Recognition |
Shape categorization using string kernels
|
2006 |
Daliri M.R.
Delponte E.
Verri A.
Torre V.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Well-posedness of nonconvex integral functionals
|
2005 |
Villa S.
|
SIAM Journal on Control and Optimization |
Web tools to support image classification
|
2005 |
Odone F.
Barla A.
Franceschi E.
Verri A.
|
Proceedings of SPIE - The International Society for Optical Engineering |
SVD-matching using SIFT features
|
2005 |
Delponte E.
Isgrò F.
Odone F.
Verri A.
|
Institute of Mathematics and its Applications - Vision, Video and Graphics 2005, VVG 2005 |
Statistical learning approaches with application to face detection
|
2005 |
Franceschi E.
Odone F.
Verri A.
|
Lecture Notes in Computer Science |
Model selection for regularized least-squares algorithm in learning theory
|
2005 |
De Vito E.
Caponnetto A.
Rosasco L.
|
Foundations of Computational Mathematics |
Learning, regularization and ill-posed inverse problems
|
2005 |
Rosasco L.
Caponnetto A.
De Vito E.
De Giovannini U.
Odone F.
|
Advances in Neural Information Processing Systems |
Learning from examples as an inverse problem
|
2005 |
De Vito E.
Rosasco L.
Caponnetto A.
De Giovannini U.
Odone F.
|
Journal of Machine Learning Research |
Large baseline matching of scale invariant features
|
2005 |
Delponte E.
Isgró F.
Odone F.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Feature selection with nonparametric statistics
|
2005 |
Franceschi E.
Odone F.
Smeraldi F.
Verri A.
|
Proceedings - International Conference on Image Processing, ICIP |
Contact and conformal maps in: Parabolic geometry.
|
2005 |
Cowling M.
De Mari F.
Korányi A.
Reimann H.M.
|
Geometriae Dedicata |
Building kernels from binary strings for image matching
|
2005 |
Odone F.
Barla A.
Verri A.
|
IEEE Transactions on Image Processing |
An open system for 3D data acquisition from multiple sensor
|
2005 |
Isgrò F.
Odone F.
Verri A.
|
Proceedings - International Workshop on Computer Architecture for Machine Perception, CAMP |
A novel Kernel method for clustering
|
2005 |
Camastra F.
Verri A.
|
IEEE Transactions on Pattern Analysis and Machine Intelligence |
A classical tool revisited: Object detection by statistical testing
|
2005 |
Franceschi E.
Odone F.
Smeraldi F.
Verri A.
|
Proceedings of the SICE Annual Conference |
Some properties of regularized kernel methods
|
2004 |
De Vito E.
Rosasco L.
Caponnetto A.
Piana M.
Verri A.
|
Journal of Machine Learning Research |
Are Loss Functions All the Same?
|
2004 |
Rosasco L.
De Vito E.
Caponnetto A.
Piana M.
Verri A.
|
Neural Computation |
Positive operator valued measures covariant with respect to an Abelian group
|
2004 |
Cassinelli G.
De Vito E.
Toigo A.
|
Journal of Mathematical Physics |
Support vector machines for computer vision and pattern recognition
|
2003 |
Lee S.-W.
Verri A.
|
International Journal of Pattern Recognition and Artificial Intelligence |
Square-integrability modulo a subgroup
|
2003 |
Cassinelli G.
De Vito E.
|
Transactions of the American Mathematical Society |
Positive operator valued measures covarlant with respect to an irreducible representation
|
2003 |
Cassinelli G.
De Vito E.
Toigo A.
|
Journal of Mathematical Physics |
Old fashioned state-of-the-art image classification
|
2003 |
Barla A.
Odone F.
Verri A.
|
Proceedings - 12th International Conference on Image Analysis and Processing, ICIAP 2003 |
Histogram intersection kernel for image classification
|
2003 |
Barla A.
Odone F.
Verri A.
|
IEEE International Conference on Image Processing |
AW -Convergence and Well-Posedness of Non Convex Functions
|
2003 |
Villa S.
|
Journal of Convex Analysis |
A multimedia, multichannel, and personalized news provider
|
2003 |
Delato M.
Martelli A.
Martelli M.
Mascardi V.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Canonical subgroups of ℍ1 ⋊ SL(2, R)
|
2002 |
De Mari F.
Nowak K.
|
Bollettino della Unione Matematica Italiana B |
Regularization and statistical learning theory for data analysis
|
2002 |
Evgeniou T.
Poggio T.
Pontil M.
Verri A.
|
Computational Statistics and Data Analysis |
Contact and conformal maps on iwasawa N groups
|
2002 |
Cowling M.
De Mari F.
Korányi A.
Reimann H.M.
|
Atti della Accademia Nazionale dei Lincei, Classe di Scienze Fisiche, Matematiche e Naturali, Rendiconti Lincei Matematica e Applicazioni |
Localization type Berezin-Toeplitz operators on bounded symmetric domains
|
2002 |
De Mari F.
Nowak K.
|
Journal of Geometric Analysis |
Learning and vision machines
|
2002 |
Heisele B.
Verri A.
Poggio T.
|
Proceedings of the IEEE |
Layered representation of a video shot with mosaicing
|
2002 |
Odone F.
Fusiello A.
Trucco E.
|
Pattern Analysis and Applications |
Kernel-based 3D object representation
|
2002 |
Barla A.
Odone F.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Image kernels
|
2002 |
Barla A.
Franceschi E.
Odone F.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Hausdorff kernel for 3D object acquisition and detection
|
2002 |
Barla A.
Odone F.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Covariant localizations in the torus and the phase observables
|
2002 |
Cassinelli G.
De Vito E.
Lahti P.
Pellonpää J.-P.
|
Journal of Mathematical Physics |
Uniform eigenvalue estimates for time-frequency localization operators
|
2002 |
De Mari F.
Feichtinger H.G.
Nowak K.
|
Journal of the London Mathematical Society |
Preface
|
2002 |
Lee S.-W.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Teleportation and measurement
|
2001 |
Busch P.
Cassinelli G.
De Vito E.
Lahti P.
Levrero A.
|
Physics Letters, Section A: General, Atomic and Solid State Physics |
SU(1,1) tomography
|
2001 |
D'Ariano G.M.
De Vito E.
Maccone L.
|
Physical Review A. Atomic, Molecular, and Optical Physics |
On Discrete Frames Associated with Semidirect Products
|
2001 |
Aniello P.
Cassinelli G.
De Vito E.
Levrero A.
|
Journal of Fourier Analysis and Applications |
General purpose matching of grey level arbitrary images
|
2001 |
Odone F.
Trucco E.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Analysis of the affine transformations of the time-frequency plane
|
2001 |
De Mari F.
Nowak K.
|
Bulletin of the Australian Mathematical Society |
A trainable system for grading fish from images
|
2001 |
Odone F.
Trucco E.
Verri A.
|
Applied Artificial Intelligence |
A flexible algorithm for image matching
|
2001 |
Odone F.
Trucco E.
Verri A.
|
Proceedings - 11th International Conference on Image Analysis and Processing, ICIAP 2001 |
Phase space observables and isotypic spaces
|
2000 |
Cassinelli G.
De Vito E.
Lahti P.
Levrero A.
|
Journal of Mathematical Physics |
Square-integrable imprimitivity systems
|
2000 |
Cassinelli G.
De Vito E.
Levrero A.
|
Journal of Mathematical Physics |
Learning to recognize visual dynamic events from examples
|
2000 |
Pittore M.
Campani M.
Verri A.
|
International Journal of Computer Vision |
Introduction: Learning and vision at CBCL
|
2000 |
Poggio T.
Verri A.
|
International Journal of Computer Vision |
Group theoretical quantum tomography
|
2000 |
Cassinelli G.
D'Ariano G.M.
De Vito E.
Levrero A.
|
Journal of Mathematical Physics |
A Compact algorithm for rectification of stereo pairs
|
2000 |
Fusiello A.
Trucco E.
Verri A.
|
Machine Vision and Applications |
A theorem of Ludwig revisited
|
2000 |
Cassinelli G.
De Vito E.
Lahti P.
Levrero A.
|
Foundations of Physics |
A note on support vector machine degeneracy
|
1999 |
Rifkin R.
Pontil M.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Toda flows and real Hessenberg manifolds
|
1999 |
De Mari F.
Pedroni M.
|
Journal of Geometric Analysis |
Representing and recognizing visual dynamic events with support vector machines
|
1999 |
Pittore M.
Basso C.
Verri A.
|
Proceedings - International Conference on Image Analysis and Processing, ICIAP 1999 |
Galilei invariant wave equations
|
1999 |
Cassinelli G.
Levrero A.
De Vito E.
|
Reports on Mathematical Physics |
Frames from imprimitivity systems
|
1999 |
Aniello P.
Cassinelli G.
De Vito E.
Levrero A.
|
Journal of Mathematical Physics |
Finding the epipole from uncalibrated optical flow
|
1998 |
Verri A.
Trucco E.
|
Proceedings of the IEEE International Conference on Computer Vision |
Wavelet transforms and discrete frames associated to semidirect products
|
1998 |
Aniello P.
Cassinelli G.
De Vito E.
Levrero A.
|
Journal of Mathematical Physics |
The Nearest-Neighbor Technique for particle identification
|
1998 |
Pallavicini M.
Patrignani C.
Pontil M.
Verri A.
|
Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment |
Symmetries of the quantum state space and group representations
|
1998 |
Cassinelli G.
De Vito E.
Lahti P.
Levrero A.
|
Reviews in Mathematical Physics |
Support vector machines for 3D object recognition
|
1998 |
Pontil M.
Verri A.
|
IEEE Transactions on Pattern Analysis and Machine Intelligence |
Square-integrability of induced representations of semidirect products
|
1998 |
Aniello P.
Cassinelli G.
De Vito E.
Levrero A.
|
Reviews in Mathematical Physics |
Recognizing 3-D objects with linear support vector machines
|
1998 |
Pontil M.
Rogai S.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Properties of Support Vector Machines
|
1998 |
Pontil M.
Verri A.
|
Neural Computation |
Computing Size Functions from Edge Maps
|
1997 |
Uras C.
Verri A.
|
International Journal of Computer Vision |
Symmetry groups in quantum mechanics and the theorem of wigner on the symmetry transformations
|
1997 |
Cassinelli G.
De Vito E.
Lahti P.J.
Levrero A.
|
Reviews in Mathematical Physics |
On the decompositions of a quantum state
|
1997 |
Cassinelli G.
De Vito E.
Levrero A.
|
Journal of Mathematical Analysis and Applications |
Integrability of the quantum adiabatic evolution and geometric phases
|
1997 |
Cassinelli G.
De Vito E.
Levrero A.
|
Journal of Mathematical Physics |
Direct aspect-based 3-d object recognition
|
1997 |
Pontil M.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Metric-topological approach to shape representation and recognition
|
1996 |
Verri A.
Uras C.
|
Image and Vision Computing |
Aspect-based object recognition with size functions
|
1996 |
Verri A.
Uras C.
|
Proceedings - International Conference on Pattern Recognition |
Spaces of improper rational matrices and ARMA-systems of fixed McMillan degree
|
1996 |
De Mari Filippo
Glusing-Luerssen Heide
|
Journal of Mathematical Systems, Estimation, and Control |
The Weyl group as fixed point set of smooth involutions
|
1996 |
De Mari F.
|
Journal of Lie Theory |
Analysis of second order differential operators with complex coefficients on the Heisenberg group
|
1995 |
De Mari F.
Peloso M.M.
Ricci F.
|
Journal fur die Reine und Angewandte Mathematik |
Short communication: Pancharatnam’s phase for polarized light
|
1994 |
De Vito E.
Levrero A.
|
Journal of Modern Optics |
Properties of the range of a state operator
|
1994 |
Cassinelli G.
De Vito E.
Lahti P.J.
|
Reports on Mathematical Physics |
Invariant size functions
|
1994 |
Verri A.
Uras C.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Geometric phase and sequential measurements in quantum mechanics
|
1994 |
Cassinelli G.
De Vito E.
Lahti P.
Levrero A.
|
Physical Review A |
Vehicle guidance from one dimensional optical flow
|
1993 |
De Micheli E.
Verri A.
|
IEEE Intelligent Vehicles Symposium, Proceedings |
On the use of size functions for shape analysis
|
1993 |
Verri A.
Uras C.
Frosini P.
Ferri M.
|
Proceedings - IEEE Workshop on Qualitative Vision, WQV 1993 |
Computational aspects of motion perception in natural and artificial vision systems.
|
1992 |
Verri A.
Straforini M.
Torre V.
|
Philosophical transactions of the Royal Society of London. Series B, Biological sciences |
Motion analysis from first-order properties of optical flow
|
1992 |
Campani M.
Verri A.
|
CVGIP: Image Understanding |
Identifying multiple motions from optical flow
|
1992 |
Rognone A.
Campani M.
Verri A.
|
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Hessenberg varieties
|
1992 |
De Mari F
Procesi C.
Shayman M.A.
|
Transactions of the American Mathematical Society |
First-order analysis of optical flow in monkey brain
|
1992 |
Orban G.A.
Lagae L.
Verri A.
Raiguel S.
Xiao D.
Maes H.
Torre V.
|
Proceedings of the National Academy of Sciences of the United States of America |
First order differential technique for optical flow
|
1991 |
Campani Marco
Straforini Marco
Verri Alessandro
|
Proceedings of SPIE - The International Society for Optical Engineering |
Differential techniques for optical flow
|
1990 |
Verri A.
Girosi F.
Torre V.
|
Journal of the Optical Society of America A: Optics and Image Science, and Vision |
Limit cycles of the two-dimensional motion field
|
1990 |
Verri A.
Aicardi F.
|
Biological Cybernetics |
Computing optical flow from an overconstrained system of linear algebraic equations
|
1990 |
Campani M.
Verri A.
|
|
3D visual information from vanishing points
|
1989 |
Bellutta P.
Collini G.
Verri A.
Torre V.
|
Proceedings. Workshop on Interpretation of 3D Scenes. IEEE Computer Society |
Motion Field and Optical Flow: Qualitative Properties
|
1989 |
Verri A.
Poggio T.
|
IEEE Transactions on Pattern Analysis and Machine Intelligence |
Mathematical properties of the two-dimensional motion field: From singular points to motion parameters
|
1989 |
Verri A.
Girosi F.
Torre V.
|
Journal of the Optical Society of America A: Optics and Image Science, and Vision |
Mathematical properties of the 2D motion field: from singular points to motion parameters
|
1989 |
Verri A.
Girosi F.
Torre V.
|
Workshop on Visual Motion 1989 |
Constraints for the computation of optical flow
|
1989 |
Girosi F.
Verri A.
Torre V.
|
Workshop on Visual Motion 1989 |
Analysis of differential and matching methods for optical flow
|
1989 |
Little J. J.
Verri A.
|
Workshop on Visual Motion 1989 |
Some perspective projection invariants
|
1988 |
Verri A.
Yuille A.
|
Journal of the Optical Society of America A: Optics and Image Science, and Vision |
Generalized Eulerian numbers and the topology of the Hessenberg variety of a matrix
|
1988 |
De Mari F.
Shayman M.A.
|
Acta Applicandae Mathematicae |
A computational approach to motion perception
|
1988 |
Uras S.
Girosi F.
Verri A.
Torre V.
|
Biological Cybernetics |
AGAINST QUANTITATIVE OPTICAL FLOW
|
1987 |
Verri A.
Poggio T.
|
|
Absolute depth estimate in stereopsis
|
1986 |
Verri A.
Torre V.
|
Journal of the Optical Society of America A: Optics and Image Science, and Vision |
STEREO ACCURACY FOR ROBOTICS
|
1986 |
Torre V.
Verri A.
Fiumicelli A.
|
|
3D RECONSTRUCTION OF SILHOUETTES
|
1984 |
Sandini G.
Straforini M.
Torre V.
Verri A.
|
|
A Markerless Pipeline to Analyze Spontaneous Movements of Preterm Infants
|
|
M Moro
VP Pastore
C Tacchino
P Durand
I Blanchi
P Moretti
F Odone
M Casadio
|
Computer Methods and Programs in Biomedicine, Volume 226, November 2022, 107119 |