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TitleYearAuthorVenue
Learning Spatially Adaptive l1-Norms Weights for Convolutional Synthesis Regularization2025A Kofler L Calatroni C Kolbitsch K PapafitsorosArXiv Preprint
Say My Name: a Model’s Bias Discovery Framework2025C Fantasia L Calatroni X Descombes R RekikArXiv Preprint
Box-constrained L0 Bregman-relaxations2025M Essafri L Calatroni E SoubiesArXiv Preprint
Q-Learning to navigate turbulence without a map2024M Rando M James A Verri L Rosasco A SeminaraArXiv Preprint
Exact continuous relaxations of l0-regularized criteria with non-quadratic data terms2024M Essafri L Calatroni E SoubiesHAL
Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy2024S Bonettini L Calatroni D Pezzi M PratoArXiv Preprint
Assumption violations in causal discovery and the robustness of score matching2024Montagna Francesco; Mastakouri Atalanti A.; Eulig Elias; Noceti Nicoletta; Rosasco Lorenzo; Janzing Dominik; Aragam Bryon; Locatello FrancescoAdvances in Neural Information Processing Systems
Alessandro De Gloria, a Pioneer in Electronic Engineering Applications2024Bellotti F.; Bricco E.; Bruzzone A.; Caviglia D.; Di Zitti E.; Gastaldo P.; Grosso D.; Magnani L.; Olivieri M.; Raggio M.; Valle M.; Verri , et al.International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2023
A structured prediction approach for robot imitation learning2024Duan Anqing; Batzianoulis Iason; Camoriano Raffaello; Rosasco Lorenzo; Pucci Daniele; Billard AudeTHE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
NLP-based tools for localization of the epileptogenic zone in patients with drug-resistant focal epilepsy2024Mora Sara; Turrisi Rosanna; Chiarella Lorenzo; Consales Alessandro; Tassi Laura; Mai Roberto; Nobili Lino; Barla Annalisa; Arnulfo GabrieleSCIENTIFIC REPORTS
Anomaly detection in feature space for detecting changes in phytoplankton populations2024Ciranni M.; Odone F.; Pastore V. P.FRONTIERS IN MARINE SCIENCE
Say My Name: a Model’s Bias Discovery Framework2024Massimiliano Ciranni Luca Molinaro Carlo Alberto Barbano Attilio Fiandrotti Vittorio Murino Vito Paolo Pastore Enzo TartaglioneArXiv Preprint
Head pose estimation with uncertainty and an application to dyadic interaction detection2024Figari Tomenotti Federico; Noceti Nicoletta; Odone FrancescaCOMPUTER VISION AND IMAGE UNDERSTANDING
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method2024Edoardo Caldarelli Antoine Chatalic Adrià Colomé Cesare Molinari Carlos Ocampo-Martinez Carme Torras Lorenzo RosascoArXiv Preprint
Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?2024Roberto Di Via Matteo Santacesaria Francesca Odone Vito Paolo PastoreArXiv Preprint
Magnetic Anisotropy and Interactions in Hard/Soft Core/Shell Nanoarchitectures: The Role of Shell Thickness2024Alexander Omelyanchik Silvia Villa Federico Locardi Anna Maria Ferretti Alessandro Ponti Gurvinder Singh Gianni Barucca Sawssen Slimani Anna Del Tedesco Pietro Riello Bogdan Rutkowski Marianna Vasilakaki , et al.Chemistry of Materials
Self-supervised pre-training with diffusion model for few-shot landmark detection in x-ray images2024R Di Via F Odone VP PastoreArXiv Preprint
Reconstitution of ORP-mediated lipid exchange coupled to PI4P metabolism2024Fuggetta Nicolas; Rigolli Nicola; Magdeleine Maud; Hamaï Amazigh; Seminara Agnese; Guillaume Drin AndPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Looking at Model Debiasing through the Lens of Anomaly Detection2024VP Pastore M Ciranni D Marinelli F Odone V MurinoArXiv Preprint
Mapping the evolution of design research: a data-driven analysis of interdisciplinary trends and intellectual landscape2024A Vian G Carella D Pretolesi A Barla F Zurloin Gray, C., Ciliotta Chehade, E., Hekkert, P., Forlano, L., Ciuccarelli, P., Lloyd, P. (eds.), DRS2024: Boston, 23–28 June, Boston, USA
Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods2024Alfano P. D.; Pastore V. P.; Rosasco L.; Odone F.IMAGE AND VISION COMPUTING
RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement Learning2024Ceola Federico; Rosasco Lorenzo; Natale LorenzoIEEE ROBOTICS AND AUTOMATION LETTERS
Impact of Swimmer Dynamics on Odor Transport by Mesoscale Swimmers in Turbulent Environments2024Martin James Francesco Viola Agnese SeminaraEGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-7549
Iterative regularization for low complexity regularizers2024Molinari C.; Massias M.; Rosasco L.; Villa S.NUMERISCHE MATHEMATIK
SGD vs GD: high noise and rank shrinkage2024Mengjia Xu Tomer Galanti Akshay Rangamani Lorenzo Rosasco Andrea Pinto Tomaso PoggioCBMM Memo No. 144
Computer vision and deep learning meet plankton: Milestones and future directions2024Ciranni M.; Murino V.; Odone F.; Pastore V. P.IMAGE AND VISION COMPUTING
Neural reproducing kernel Banach spaces and representer theorems for deep networks2024F Bartolucci E De Vito L Rosasco S VigognaArXiv Preprint
A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection2024M Rando L Demetrio L Rosasco F RoliArXiv Preprint
Anticipation through Head Pose Estimation: a preliminary study2024FF Tomenotti N NocetiArXiv Preprint
GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition2023Nicora E.; Pastore V. P.; Noceti N.Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023
Regularization Properties of Dual Subgradient Flow2023Apidopoulos Vassilis; Molinari Cesare; Rosasco Lorenzo; Villa Silvia2023 EUROPEAN CONTROL CONFERENCE, ECC 2023 EUROPEAN CONTROL CONFERENCE, ECC
Introducing temporal correlation in rainfall and wind prediction from underwater noise2023Trucco A.; Barla A.; Bozzano R.; Pensieri S.; Verri A.; Solarna D.IEEE JOURNAL OF OCEANIC ENGINEERING
Inverse problems on low-dimensional manifolds2023Alberti G.; Arroyo A.; Santacesaria M.NONLINEARITY
Molecular tuning of sea anemone stinging2023S He Lily; Qi Yujia; AH Allard Corey; A Valencia-Montoya Wendy; P Krueger Stephanie; Weir Keiko; Seminara Agnese; W Bellono NicholasELIFE
Implicit regularization with strongly convex bias: Stability and acceleration2023Villa S; Matet S; Vu Bc; Rosasco LANALYSIS AND APPLICATIONS
Physics informed machine learning for wind speed prediction2023Lagomarsino-Oneto Daniele; Meanti Giacomo; Pagliana Nicolò; Verri Alessandro; Mazzino Andrea; Rosasco Lorenzo; Seminara AgneseENERGY
Kinematic primitives in action similarity judgments: A human-centered computational model2023Nair Vipul; Hemeren Paul; Vignolo Alessia; Noceti Nicoletta; Nicora Elena; Sciutti Alessandra; Rea Francesco; Billing Erik; Bhatt Mehul; Odone Francesca; Sandini GiulioIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees2023Caldarelli Edoardo; Chatalic Antoine; Colome Adria; Rosasco Lorenzo; Torras CarmeConference on Robot Learning
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization2023Traore C.; Salzo S.; Villa S.COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
Short Communication: Localized Adversarial Artifacts for Compressed Sensing MRI2023Alaifari Rima; Alberti Giovanni S.; Gauksson TandriSIAM JOURNAL ON IMAGING SCIENCES
Food Image Classification: The Benefit of In-Domain Transfer Learning2023Touijer L.; Pastore V. P.; Odone F.Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles2023Pastore V. P.; Alfano P. D.; Oke A.; Capponi S.; Eltanan D.; Woodruff-Madeira X.; Nguyen A.; Fung J. C.; Bianco S.Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023
Fast iterative regularization by reusing data2023Vega C.; Molinari C.; Rosasco L.; Villa S.JOURNAL OF INVERSE AND ILL-POSED PROBLEMS
Efficient unsupervised learning of biological images with compressed deep features2023Pastore V. P.; Ciranni M.; Bianco S.; Fung J. C.; Murino V.; Odone F.IMAGE AND VISION COMPUTING
AGAMAS: A New Agent-Oriented Traffic Simulation Framework for SUMO2023SADEGHI GARJAN Mahyar; Chaanine Tommy; Pasquale Cecilia; Pastore VITO PAOLO; Ferrando AngeloThe 20th European Conference of Multi-Agents Systems
Snacks: a fast large-scale kernel SVM solver2023Tanji S.; Vecchia A. D.; Glineur F.; Villa S.2023 European Control Conference, ECC 2023
An Automatic Tool Performing Functional Analysis in MR Urography in Children2023Vincenzi Elena; Fantazzini Alice; Gulino Martina; Manini Simone; Verri Alessandro; Odone Francesca; Basso Luca; Damasio MARIA BEATRICE; Basso Curzio2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS
Universal diagonal estimates for minimizers of the Levy–Lieb functional2023Di Marino S.; Gerolin A.; Nenna L.LETTERS IN MATHEMATICAL PHYSICS
Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development2023Parodi Giulia; Brofiga Martina; Pastore VITO PAOLO; Chiappalone Michela; Martinoia SergioJOURNAL OF NEURAL ENGINEERING
An efficient deep learning approach to identify dynamics in in vitro neural networks2023Pastore V. P.; Parodi G.; Brofiga M.; Massobrio P.; Chiappalone M.; Odone F.; Martinoia S.45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023
In-domain versus out-of-domain transfer learning in plankton image classification2023Maracani A.; Pastore V. P.; Natale L.; Rosasco L.; Odone F.SCIENTIFIC REPORTS
Differences in spore size and atmospheric survival shape stark contrasts in the dispersal dynamics of two closely related fungal pathogens2023Golan J. J.; Lagomarsino Oneto D.; Ding S.; Kessenich R.; Sandler M.; Rush T. A.; Levitis D.; Gevens A.; Seminara A.; Pringle A.FUNGAL ECOLOGY
An overview of data integration in neuroscience with focus on Alzheimer’s Disease2023Turrisi R.; Squillario M.; Abate G.; Uberti D.; Barla A.IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
Automatic video analysis and classification of sleep-related hypermotor seizures and disorders of arousal2023Moro M.; Pastore V. P.; Marchesi G.; Proserpio P.; Tassi L.; Castelnovo A.; Manconi M.; Nobile G.; Cordani R.; Gibbs S. A.; Odone F.; Casadio , et al.EPILEPSIA
Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks2023Pretolesi Daniele; Garbarino Davide; Giampaoli Daniele; Vian Andrea; Barla AnnalisaIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
Uncertainty-Aware Gaze Tracking for Assisted Living Environments2023Her P.; Manderle L.; Dias P. A.; Medeiros H.; Odone F.IEEE TRANSACTIONS ON IMAGE PROCESSING
JKO estimates in linear and non-linear Fokker–Planck equations, and Keller–Segel: Lp and Sobolev bounds2023Di Marino S.; Santambrogio F.ANNALES DE L INSTITUT HENRI POINCARÉ. ANALYSE NON LINÉAIRE
Fast kernel methods for data quality monitoring as a goodness-of-fit test2023Grosso G.; Lai N.; Letizia M.; Pazzini J.; Rando M.; Rosasco L.; Wulzer A.; Zanetti M.MACHINE LEARNING: SCIENCE AND TECHNOLOGY
From inexact optimization to learning via gradient concentration2023Stankewitz B.; Mucke N.; Rosasco L.COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
Knowledge distillation for efficient standard scanplane detection of fetal ultrasound2023Dapueto J.; Zini L.; Odone F.MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
Market areas in general equilibrium2023Lanzara G.; Santacesaria M.JOURNAL OF ECONOMIC THEORY
Neural networks for classification of strokes in electrical impedance tomography on a 3D head model2022Candiani Valentina; Santacesaria MatteoMATHEMATICS IN ENGINEERING
Learning new physics efficiently with nonparametric methods2022Letizia M.; Losapio G.; Rando M.; Grosso G.; Wulzer A.; Pierini M.; Zanetti M.; Rosasco L.THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot2022Ceola Federico; Maiettini Elisa; Pasquale Giulia; Meanti Giacomo; Rosasco Lorenzo; Natale LorenzoIEEE TRANSACTIONS ON ROBOTICS
Reproducibility in Activity Recognition Based on Wearable Devices: a Focus on Used Datasets2022Fasciglione A.; Leotta M.; Verri A.IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022)
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty2022Cantarini G.; Tomenotti F. F.; Noceti N.; Odone F.2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022) 2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022)
Nyström Kernel Mean Embeddings2022Chatalic A.; Schreuder N.; Rudi A.; Rosasco L.39th International Conference on Machine Learning, ICML 2022
Where Do We Stand in Regularization for Life Science Studies?2022Tozzo Veronica; Azencott Chloé-Agathe; Fiorini Samuele; Fava Emanuele; Trucco Andrea; Barla AnnalisaJOURNAL OF COMPUTATIONAL BIOLOGY
FasterVideo: Efficient Online Joint Object Detection and Tracking2022Mouawad I.; Odone F.IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III
A markerless pipeline to analyze spontaneous movements of preterm infants2022Moro M.; Pastore V. P.; Tacchino C.; Durand P.; Blanchi I.; Moretti P.; Odone F.; Casadio M.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
Cross-view action recognition with small-scale datasets2022Goyal G.; Noceti N.; Odone F.IMAGE AND VISION COMPUTING
A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis2022Trucco A.; Bozzano R.; Fava E.; Pensieri S.; Verri A.; Barla A.IEEE JOURNAL OF OCEANIC ENGINEERING
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression2022Meanti Giacomo; Carratino Luigi; DE VITO Ernesto; Rosasco LorenzoINTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151
Markerless vs. Marker-Based Gait Analysis: A Proof of Concept Study2022Moro M.; Marchesi G.; Hesse F.; Odone F.; Casadio M.SENSORS
Robots with Different Embodiments Can Express and Influence Carefulness in Object Manipulation2022Lastrico Linda; Garello Luca; Rea Francesco; Noceti Nicoletta; Mastrogiovanni Fulvio; Sciutti Alessandra; Carfi' Alessandro2022 IEEE International Conference on Development and Learning (ICDL)
Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry2022Garrigos G.; Rosasco L.; Villa S.MATHEMATICAL PROGRAMMING
On the Use of Efficient Projection Kernels for Motion-Based Visual Saliency Estimation2022Nicora E.; Noceti N.FRONTIERS IN COMPUTER SCIENCE
A fully automated deep learning pipeline for micro-CT-imaging-based densitometry of lung fibrosis murine models2022Vincenzi Elena; Fantazzini Alice; Basso Curzio; Barla Annalisa; Odone Francesca; Leo Ludovica; Mecozzi Laura; Mambrini Martina; Ferrini Erica; Sverzellati Nicola; Stellari Franco FabioRESPIRATORY RESEARCH
An Anomaly Detection Approach for Plankton Species Discovery2022Pastore Vito Paolo; Megiddo Nimrod; Bianco SimoneIMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT II IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT II
Exploring the Use of Efficient Projection Kernels for Motion Saliency Estimation2022Nicora E.; Noceti N.IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III IMAGE ANALYSIS AND PROCESSING, ICIAP 2022, PT III
Continuous wavelet frames on the sphere: The group-theoretic approach revisited2022Dahlke S.; De Mari F.; De Vito E.; Hansen M.; Hasannasab M.; Quellmalz M.; Steidl G.; Teschke G.APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
Convergence rates for the heavy-ball continuous dynamics for non-convex optimization, under Polyak–Łojasiewicz condition2022Apidopoulos V.; Ginatta N.; Villa S.JOURNAL OF GLOBAL OPTIMIZATION
An elementary analysis of ridge regression with random design2022Mourtada J.; Rosasco L.COMPTES RENDUS MATHÉMATIQUE
ADHERENT: Learning Human-like Trajectory Generators for Whole-body Control of Humanoid Robots2022Viceconte P. M.; Camoriano R.; Romualdi G.; Ferigo D.; Dafarra S.; Traversaro S.; Oriolo G.; Rosasco L.; Pucci D.IEEE ROBOTICS AND AUTOMATION LETTERS
Progettare la città del futuro oltre il visibile: intelligenza artificiale al servizio del cittadino per una esperienza personalizzata del contesto urbano2022Barla Annalisa; Paniati Giorgia; Vian AndreaGUD. GENOVA UNIVERSITÀ DESIGN
Compounding Approaches for Wind Prediction From Underwater Noise by Supervised Learning2022Trucco Andrea; Barla Annalisa; Bozzano Roberto; Fava Emanuele; Pensieri Sara; Verri Alessandro; Solarna DavidIEEE JOURNAL OF OCEANIC ENGINEERING
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization2022Rando M.; Carratino L.; Villa S.; Rosasco L.25th International Conference on Artificial Intelligence and Statistics, AISTATS 2022
AI-based component management system for structured content creation, annotation, and publication2022Barla Annalisa; Cuneo Marina; Nunzi Simone Roberto; Paniati Giorgia; Vian Andrea5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems
Neural networks for classification of strokes in electrical impedance tomography on a 3D head model2022Candiani V.; Santacesaria M.MATHEMATICS IN ENGINEERING
Smart rogaining for computer science orientation2022Chessa M.; Delzanno G.; Ferrando A.; Gelati L.; Guerrini G.; Mascardi V.; Noceti N.; Odone F.; Vitali F.FRONTIERS IN EDUCATION
Understanding neural networks with reproducing kernel Banach spaces2022Bartolucci F.; De Vito E.; Rosasco L.; Vigogna S.APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
A semi-automatic toolbox for markerless effective semantic feature extraction2022Pastore Vito Paolo; Moro Matteo; Odone FrancescaSCIENTIFIC REPORTS
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection2022Mouawad Issa; Brasch Nikolas; Manhardt Fabian; Tombari Federico; Odone FrancescaIEEE ROBOTICS AND AUTOMATION LETTERS
Learning to predict target location with turbulent odor plumes2022Rigolli N.; Magnoli N.; Rosasco L.; Seminara A.ELIFE
Non-zero constraints in elliptic PDE with random boundary values and applications to hybrid inverse problems2022Alberti GiovanniINVERSE PROBLEMS
Mean Nyström Embeddings for Adaptive Compressive Learning2022Chatalic Antoine; Carratino Luigi; DE VITO Ernesto; Rosasco Lorenzo25th International Conference on Artificial Intelligence and Statistics
Alternation emerges as a multi-modal strategy for turbulent odor navigation2022Rigolli Nicola; Reddy Gautam; Seminara Agnese; Vergassola MassimoELIFE
Efficient Unsupervised Learning for Plankton Images2022Alfano PAOLO DIDIER; Rando Marco; Letizia Marco; Odone Francesca; Rosasco Lorenzo; Pastore VITO PAOLO2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
Multiclass Learning with Margin: Exponential Rates with No Bias-Variance Trade-Off2022Vigogna S.; Meanti G.; De Vito E.; Rosasco L.39th International Conference on Machine Learning, ICML 2022
Zeroth order optimization with orthogonal random directions2022Kozak David; Molinari Cesare; Rosasco Lorenzo; Tenorio Luis; Villa SilviaMATHEMATICAL PROGRAMMING
Fast approximation of orthogonal matrices and application to PCA2022Rusu C.; Rosasco L.SIGNAL PROCESSING
Attributed Graphettes-Based Preterm Infants Motion Analysis2022Garbarino Davide; Moro Matteo; Tacchino Chiara; Moretti Paolo; Casadio Maura; Odone Francesca; Barla AnnalisaCOMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1 COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1
Improving Activity Recognition while Reducing Misclassification of Unknown Activities2021Fasciglione A.; Leotta M.; Verri A.2021 IEEE 30TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE 2021) 2021 IEEE 30TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES (WETICE 2021)
Plume Dynamics Structure the Spatiotemporal Activity of Mitral/Tufted Cell Networks in the Mouse Olfactory Bulb2021Lewis S. M.; Xu L.; Rigolli N.; Tariq M. F.; Suarez L. M.; Stern M.; Seminara A.; Gire D. H.FRONTIERS IN CELLULAR NEUROSCIENCE
A video-based markerless body machine interface: a pilot study2021Moro M.; Rizzoglio F.; Odone F.; Casadio M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Regularization: From Inverse Problems to Large-Scale Machine Learning2021De Vito E.; Rosasco L.; Rudi A.Harmonic and Applied Analysis
Regularized ERM on random subspaces2021DELLA VECCHIA Andrea; Mourtada Jaouad; DE VITO Ernesto; Rosasco LorenzoProceedings of The 24th International Conference on Artificial Intelligence and Statistics
Iterative regularization for convex regularizers2021Molinari Cesare; Massias MATHURIN PIERRE GILLES; Rosasco Lorenzo; Villa Silvia24th International Conference on Artifi- cial Intelligence and Statistics (AISTATS) 2021
Accelerated iterative regularization via dual diagonal descent2021Calatroni L.; Garrigos G.; Rosasco L.; Villa S.SIAM JOURNAL ON OPTIMIZATION
Unitarization of the Horocyclic Radon Transform on Symmetric Spaces2021Bartolucci F.; De Mari F.; Monti M.Harmonic and Applied Analysis
Unitarization of the Horocyclic Radon Transform on Homogeneous Trees2021Bartolucci F; De Mari F; Monti MJOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
ON THE PRECISION OF MARKERLESS 3D SEMANTIC FEATURES: AN EXPERIMENTAL STUDY ON VIOLIN PLAYING2021Moro M.; Casadio M.; Mrotek L. A.; Ranganathan R.; Scheidt R.; Odone F.2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) 2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
Predicting Tennis Match Outcomes with Network Analysis and Machine Learning2021Bayram Firas; Garbarino Davide; Barla AnnalisaSOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE SOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis2021Salzo S.; Villa S.MATHEMATICAL PROGRAMMING
Proximal Gradient Methods for Machine Learning and Imaging2021Salzo Saverio; Villa SilviaHarmonic and Applied Analysis. From Radon Transforms to Machine Learning.
Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel2021De Vito Ernesto; Kereta Zeljko; Naumova Valeriya; Rosasco Lorenzo; Vigogna StefanoJOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
Epigenetic Regulation in Myelodysplastic Syndrome as A Consequence of A MicroRNA Dysregulation2021Avenoso Daniele; Squillario Margherita; Barla Annalisa; Verri Alessandro; Carminati Enrico; Nurra Clara; Todisco Elisabetta; Gigli Federica; Bertolini Francesco; Gregato Giuliana; Poletti Claudia; Miglino , et al.
A machine learning approach to optimal Tikhonov regularization I: Affine manifolds2021de Vito Ernesto; Fornasier Massimo; Naumova ValeriyaANALYSIS AND APPLICATIONS
Efficient kernel methods for model-independent new physics searches2021Letizia Marco; Losapio Gianvito; Rando Marco; Grosso Gaia; Rosasco LorenzoFourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021)
Daily living activity recognition using wearable devices: A features-rich dataset and a novel approach2021Leotta M.; Fasciglione A.; Verri A.25th International Conference on Pattern Recognition Workshops, ICPR 2020
Turbulence role in the fate of virus-containing droplets in violent expiratory events2021Rosti Me; Cavaiola M; Olivieri S; Seminara A; Mazzino APHYSICAL REVIEW RESEARCH
Linear Lipschitz and C1 extension operators through random projection2021Brue E.; Di Marino S.; Stra F.JOURNAL OF FUNCTIONAL ANALYSIS
Keypoint-based gaze tracking2021Her P.; Manderle L.; Dias P. A.; Medeiros H.; Odone F.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis2021Tozzo Veronica; Ciech Federico; Garbarino Davide; Verri AlessandroKDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining
Test'n'Mo: A Collaborative Platform for Human Testers and Intelligent Monitoring Agents2021Ricca F.; Mascardi V.; Verri A.5th ACM International Workshop on Verification and mOnitoring at Runtime EXecution, VORTEX 2021, co-located with ECOOP/ISSTA 2021
Guest Editorial Assistive Computing Technologies for Human Well-Being2021Odone F.; Grossi G.; Lanzarotti R.; Medeiros H.; Noceti N.IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
Optimal distributed control of linear parabolic equations by spectral decomposition2021Lazar M; Molinari COPTIMAL CONTROL APPLICATIONS & METHODS
Inexact and stochastic generalized conditional gradient with augmented Lagrangian and proximal step2021Fadili J; Molinari C; Silveti-Falls AJOURNAL OF NONSMOOTH ANALYSIS AND OPTIMIZATION
On the emergence of whole-body strategies from humanoid robot push-recovery learning2021Ferigo D.; Camoriano R.; Viceconte P. M.; Calandriello D.; Traversaro S.; Rosasco L.; Pucci D.IEEE ROBOTICS AND AUTOMATION LETTERS
Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models2021Marconi GIAN MARIA; Camoriano Raffaello; Rosasco Lorenzo; Carlo Ciliberto AndIEEE ROBOTICS AND AUTOMATION LETTERS
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions2021Carratino L.; Vigogna S.; Calandriello D.; Rosasco L.35th Conference on Neural Information Processing Systems, NeurIPS 2021
Property-Aware Robot Object Manipulation: A Generative Approach2021Garello L.; Lastrico L.; Rea F.; Mastrogiovanni F.; Noceti N.; Sciutti A.2021 IEEE International Conference on Development and Learning, ICDL 2021
Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images2021Roy M.; Kong J.; Kashyap S.; Pastore V. P.; Wang F.; Wong K. C. L.; Mukherjee V.SCIENTIFIC REPORTS
Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies: Statistical and computational methods2021Pastore VITO PAOLO
Adversarial feature refinement for cross-view action recognition2021Marsella A.; Goyal G.; Odone F.36th Annual ACM Symposium on Applied Computing, SAC 2021
Infinite-Dimensional Inverse Problems with Finite Measurements2021Alberti Giovanni S.; Santacesaria MatteoARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS
Learning the optimal Tikhonov regularizer for inverse problems2021Alberti G.; Lassas M.; De Vito E.; Ratti L.; Santacesaria M.ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021)
A Study of At-term and Preterm Infants' Motion Based on Markerless Video Analysis2021Garello L.; Moro M.; Tacchino C.; Campone F.; Durand P.; Blanchi I.; Moretti P.; Casadio M.; Odone F.29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021) 29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021)
A precise relationship among Buller’s drop, ballistospore, and gill morphologies enables maximum packing of spores within gilled mushrooms2021Iapichino M.; Wang Y. -W.; Gentry S.; Pringle A.; Seminara A.MYCOLOGIA
Compressed Sensing Photoacoustic Tomography Reduces to Compressed Sensing for Undersampled Fourier Measurements2021Alberti Giovanni S.; Campodonico Paolo; Santacesaria MatteoSIAM JOURNAL ON IMAGING SCIENCES
Fast Object Segmentation Learning with Kernel-based Methods for Robotics2021Ceola F.; Maiettini E.; Pasquale G.; Rosasco L.; Natale L.2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021) 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021)
Constructing fast approximate eigenspaces with application to the fast graph Fourier transforms2020Rusu Christian; Rosasco LorenzoIEEE TRANSACTIONS ON SIGNAL PROCESSING
Generalized conditional gradient with augmented lagrangian for composite minimization2020Silveti-Falls A; Molinari C; Fadili JSIAM JOURNAL ON OPTIMIZATION
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings2020D'Amario V.; Arnulfo G.; Nobili L.; Barla A.COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, CIBB 2018 COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, CIBB 2018
On an inverse Robin spectral problem2020Santacesaria Matteo; Yachimura ToshiakiINVERSE PROBLEMS
A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease2020Squillario Margherita; Abate Giulia; Tomasi Federico; Tozzo Veronica; Barla Annalisa; Uberti DanielaSCIENTIFIC REPORTS
Annotation-free learning of plankton for classification and anomaly detection2020Pastore V. P.; Zimmerman T. G.; Biswas S. K.; Bianco S.SCIENTIFIC REPORTS
Classification of stroke using neural networks in electrical impedance tomography2020Agnelli J. P.; Col A.; Lassas M.; Murthy R.; Santacesaria M.; Siltanen S.INVERSE PROBLEMS
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces2020Lin Junhong; Rudi Alessandro; Rosasco Lorenzo; Cevher VolkanAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
On-line object detection: a robotics challenge2020Maiettini E.; Pasquale G.; Rosasco L.; Natale L.AUTONOMOUS ROBOTS
A Robust Method for Statistical Testing of Empirical Power-Law Distributions2020Garbarino Davide; Tozzo Veronica; Vian Andrea; Barla AnnalisaAlgorithms and Models for the Web Graph. WAW 2020.
Calderón's inverse problem with a finite number of measurements II: independent data2020Alberti Giovanni S.; Santacesaria MatteoAPPLICABLE ANALYSIS
Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked2020Biassoni R.; Di Marco E.; Squillario M.; Barla A.; Piccolo G.; Ugolotti E.; Gatti C.; Minuto N.; Patti G.; Maghnie M.; D'Annunzio G.THE JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
Combining the Runge Approximation and the Whitney Embedding Theorem in Hybrid Imaging2020Alberti Giovanni S; Capdeboscq YvesINTERNATIONAL MATHEMATICS RESEARCH NOTICES
A short proof of the infinitesimal Hilbertianity of the weighted Euclidean space2020Di Marino S.; Lucic D.; Pasqualetto E.COMPTES RENDUS MATHÉMATIQUE
A tumor growth model of Hele-Shaw type as a gradient flow2020DI Marino S.; Chizat L.ESAIM. COCV
Thresholding gradient methods in Hilbert spaces: support identification and linear convergence2020Garrigos Guillaume; Rosasco Lorenzo; Villa SilviaESAIM. COCV
Learning dictionaries of kinematic primitives for action classification2020Vignolo A.; Noceti N.; Sciutti A.; Odone F.; Sandini G.2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
Learning to Avoid Obstacles With Minimal Intervention Control2020Duan A.; Camoriano R.; Ferigo D.; Huang Y.; Calandriello D.; Rosasco L.; Pucci D.FRONTIERS IN ROBOTICS AND AI
Reproducing kernel Hilbert spaces on manifolds: Sobolev and diffusion spaces2020De Vito E.; Mucke N.; Rosasco L.ANALYSIS AND APPLICATIONS
Radon transform: Dual pairs and irreducible representations2020Alberti Giovanni; Bartolucci F.; De Mari F.; De Vito E.Applied and Numerical Harmonic Analysis
Hyperbolic Manifold Regression2020Marconi Gm; Rosasco L; Ciliberto CINTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108
Transplantation Induces Profound Changes in the Transcriptional Asset of Hematopoietic Stem Cells: Identification of Specific Signatures Using Machine Learning Techniques2020Cilloni Daniela; Petiti Jessica; Campia Valentina; Podestà Marina; Squillario Margherita; Montserrat Nuria; Bertaina Alice; Sabatini Federica; Carturan Sonia; Berger Massimo; Saglio Francesco; Bandini , et al.JOURNAL OF CLINICAL MEDICINE
Kernel methods through the roof: Handling billions of points efficiently2020Meanti G.; Carratino L.; Rosasco L.; Rudi A.34th Conference on Neural Information Processing Systems, NeurIPS 2020
Global Lipschitz extension preserving local constants2020Di Marino S.; Gigli N.; Pratelli A.ATTI DELLA ACCADEMIA NAZIONALE DEI LINCEI. RENDICONTI LINCEI. MATEMATICA E APPLICAZIONI
Timing of fungal spore release dictates survival during atmospheric transport2020Lagomarsino Oneto D.; Golan J.; Mazzino A.; Pringle A.; Seminara A.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Infinitesimal Hilbertianity of Locally CAT(k)-Spaces2020DI MARINO Simone; Gigli Nicola; Pasqualetto Enrico; Soultanis ElefteriosTHE JOURNAL OF GEOMETRIC ANALYSIS
Alternating forward–backward splitting for linearly constrained optimization problems2020Molinari C; Peypouquet J; Roldan FOPTIMIZATION LETTERS
Gain with no Pain: Efficiency of Kernel-PCA by Nystrom Sampling2020Sterge N; Sriperumbudur B; Rosasco L; Rudi AINTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108
Mechanical force-induced morphology changes in a human fungal pathogen2020Puerner C.; Kukhaleishvili N.; Thomson D.; Schaub S.; Noblin X.; Seminara A.; Bassilana M.; Arkowitz R. A.BMC BIOLOGY
Fluid dynamics of COVID-19 airborne infection suggests urgent data for a scientific design of social distancing2020Rosti M. E.; Olivieri S.; Cavaiola M.; Seminara A.; Mazzino A.SCIENTIFIC REPORTS
Multi-scale vector quantization with reconstruction trees2020Cecini Enrico; De Vito Ernesto; Rosasco LorenzoINFORMATION AND INFERENCE..
Faster kriging: Facing high-dimensional simulators2020Lu X.; Rudi A.; Borgonovo E.; Rosasco L.OPERATIONS RESEARCH
The MoCA dataset, kinematic and multi-view visual streams of fine-grained cooking actions2020Nicora E.; Goyal G.; Noceti N.; Vignolo A.; Sciutti A.; Odone F.SCIENTIFIC DATA
Missing Values in Multiple Joint Inference of Gaussian Graphical Models2020Tozzo Veronica; Garbarino Davide; Barla Annalisa10th International Conference on Probabilistic Graphical Models
Multi-parameters Model Selection for Network Inference2020Tozzo V.; Barla A.COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1 COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1
Near-linear time gaussian process optimization with adaptive batching and resparsification2020Calandriello D.; Carratino L.; Lazaric A.; Valko M.; Rosasco L.37th International Conference on Machine Learning, ICML 2020
Slow Rogaining: An Innovative Teamwork Model for Computer Science Education2020Delzanno G.; Guerrini G.; Mascardi V.; Gelati L.; Petito V.; Vitali F.; Ferrando A.; Ancona Davide; Chessa Manuela; Noceti N.; Odone F.28th ACM International Conference on User Modeling, Adaptation, and Personalization, UMAP 2020
Single view learning in action recognition2020Goyal G.; Noceti N.; Odone F.2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
On the randomised stability constant for inverse problems2020Alberti Giovanni; Capdeboscq Yves; Privat YannickMATHEMATICS IN ENGINEERING
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings2020Ciliberto C; Rosasco L; Rudi AJOURNAL OF MACHINE LEARNING RESEARCH
Boosting car plate recognition systems performances with agile re-Training2020Cantarini G.; Noceti N.; Odone F.4th International Conference on Image Processing, Applications and Systems, IPAS 2020
Temporal pattern detection in time-varying graphical models2020Tomasi F.; Tozzo V.; Barla A.2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
Action similarity judgment based on kinematic primitives2020Nair V.; Hemeren P.; Vignolo A.; Noceti N.; Nicora E.; Sciutti A.; Rea F.; Billing E.; Odone F.; Sandini G.10th Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EpiRob 2020
Markerless gait analysis in stroke survivors based on computer vision and deep learning: A pilot study2020Moro M.; Marchesi G.; Odone F.; Casadio M.PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20) PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20)
Asymptotics of Ridge(less) Regression under General Source Condition2020Richards Dominic; Mourtada Jaouad; Rosasco Lorenzo24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021
Decentralised learning with random features and distributed gradient descent2020Richards D; Rebeschini P; Rosasco LProceedings of the 37th International Conference on Machine Learning
Stairway to elders: Bridging space, time and emotions in their social environment for wellbeing2020Boccignone G.; De'Sperati C.; Granato M.; Grossi G.; Lanzarotti R.; Noceti N.; Odone F.9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020
Cone-Adapted Shearlets and Radon Transforms2020Bartolucci F.; De Mari F.; De Vito E.Applied and Numerical Harmonic Analysis
An Optimal Transport Approach for the Schrödinger Bridge Problem and Convergence of Sinkhorn Algorithm2020Di Marino S.; Gerolin A.JOURNAL OF SCIENTIFIC COMPUTING
Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network2019Fiorini Samuele; Hajati Farshid; Barla Annalisa; Girosi FedericoPLOS ONE
Convergence of Stochastic Proximal Gradient Algorithm2019Rosasco Lorenzo; Villa Silvia; Cong Vu BangAPPLIED MATHEMATICS AND OPTIMIZATION
An entropy minimization approach to second-order variational mean-field games2019Benamou Jd; Carlier G; DI MARINO Simone; Nenna LMATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES
Beating SGD saturation with tail-averaging and minibatching2019Mücke N.; Neu G.; Rosasco L.Advances in Neural Information Processing Systems
Secondary Somatic Mutations in G-Protein-Related Pathways and Mutation Signatures in Uveal Melanoma2019Piaggio Francesca; Tozzo Veronica; Bernardi Cinzia; Croce Michela; Puzone Roberto; Viaggi Silvia; Patrone Serena; Barla Annalisa; Coviello Domenico; J. Jager Martine; van der Velden Pieter A.; Zeschnigk , et al.CANCERS
View-Invariant Robot Adaptation to Human Action Timing2019Noceti Nicoletta; Odone Francesca; Rea Francesco; Sciutti Alessandra; Sandini GiulioINTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1 INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1
On the atomic decomposition of coorbit spaces with non-integrable kernel2019Dahlke S.; De Mari F.; De Vito E.; Sawatzki L.; Steidl G.; Teschke G.; Voigtlaender F.Landscapes of Time-Frequency Analysis
Stereo in-line holographic digital microscope2019Zimmerman T.; Antipa N.; Elnatan D.; Murru A.; Biswas S.; Pastore V.; Bonani M.; Waller L.; Fung J.; Fenu G.; Bianco S.PROGRESS IN BIOMEDICAL OPTICS AND IMAGING
New characterizations of Sobolev metric spaces2019Di Marino S.; Squassina M.JOURNAL OF FUNCTIONAL ANALYSIS
Next Generation Sequencing and Microrna Assay in a Cohort of Patients Affected By Myelodysplastic Syndromes. an Analysis of Clinical and Genotypic Features2019Avenoso Daniele; Squillario Margherita; Barla Annalisa; Verri Alessandro; Carminati Enrico; Nurra Clara; Todisco Elisabetta; Gigli Federica; Gregato Giuliana; Poletti Claudia; Bertolini Francesco; Mufti , et al.BLOOD
The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach2019Brichetto G.; Monti Bragadin M.; Fiorini S.; Battaglia M. A.; Konrad G.; Ponzio M.; Pedulla L.; Verri A.; Barla A.; Tacchino A.NEUROLOGICAL SCIENCES
The Radon transform intertwines wavelets and shearlets2019Bartolucci Francesca; De Mari Filippo; De Vito Ernesto; Odone FrancescaAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
The effects of data sources: A baseline evaluation of the MoCA dataset2019Nicora E.; Goyal G.; Noceti N.; Odone F.IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I
Mycofluidics: The fluid mechanics of fungal adaptation2019Roper M.; Seminara A.ANNUAL REVIEW OF FLUID MECHANICS
Note on Calderón's inverse problem for measurable conductivities2019Santacesaria MatteoINVERSE PROBLEMS AND IMAGING
Secretory Vesicle Clustering in Fungal Filamentous Cells Does Not Require Directional Growth2019Silva P. M.; Puerner C.; Seminara A.; Bassilana M.; Arkowitz R. A.CELL REPORTS
Visual tracking with autoencoder-based maximum a posteriori data fusion2019Reznichenko Y.; Prampolini E.; Siddique A.; Medeiros H.; Odone F.2019 IEEE 43RD ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1 2019 IEEE 43RD ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1
Continuity of Multimarginal Optimal Transport with Repulsive Cost2019Colombo M.; Di Marino S; Stra F.SIAM JOURNAL ON MATHEMATICAL ANALYSIS
Positive technology for elderly well-being: A review2019Grossi G.; Lanzarotti R.; Napoletano P.; Noceti N.; Odone FPATTERN RECOGNITION LETTERS
Essential Spectrum for Maxwell’s Equations2019Alberti Giovanni; Brown Malcolm; Marletta Marco; Wood IanANNALES HENRI POINCARE'
Towards a real time obstacle detection system for unmanned surface vehicles2019Sorial M.; Mouawad I.; Simetti E.; Odone F.; Casalino G.OCEANS 2019 MTS/IEEE SEATTLE OCEANS 2019 MTS/IEEE SEATTLE
Towards the Internet of Safe and Intelligent Postal+ Things2019Ancona M.; Mascardi V.; Noceti N.; Odone F.; Ahsen W.; Scribellito A.20th Workshop "From Objects to Agents", WOA 2019
Convergence rates of Forward–Douglas–Rachford splitting method2019Molinari C; Liang J; Fadili JJOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
Unitarization and Inversion Formulae for the Radon Transform Between Dual Pairs2019Alberti Giovanni; Bartolucci Francesca; De Mari Filippo; De Vito ErnestoSIAM JOURNAL ON MATHEMATICAL ANALYSIS
Icing: Large-scale inference of immunoglobulin clonotypes2019Tomasi Federico; Squillario Margherita; Verri Alessandro; Bagnara Davide; Barla AnnalisaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
How many mutations does it take to make a uveal melanoma?2019Piaggio Francesca; Tozzo Veronica; Bernardi Cinzia; Croce Michela; LO SICCO Claudia; Gangemi Rosaria; Puzone Roberto; Viaggi Silvia; Patrone Serena; Barla Annalisa; Coviello Domenico; Jager , et al.Archives of Clinical and Experimental Ophthalmology
Learning to Sequence Multiple Tasks with Competing Constraints2019Duan Anqing; Camoriano Raffaello; Ferigo Diego; Huang Yanlong; Calandriello Daniele; Rosasco Lorenzo; Pucci Daniele2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019
High throughput analysis of plankton morphology and dynamic2019Biswas S. K.; Zimmerman T.; Maini L.; Adebiyi A.; Bozano L.; Brown C.; Pastore V. P.; Bianco S.PROGRESS IN BIOMEDICAL OPTICS AND IMAGING
Dynamic Spike Superresolution and Applications to Ultrafast Ultrasound Imaging2019Alberti Giovanni; Ammari Habib; Romero Francisco; Wintz TimothéeSIAM JOURNAL ON IMAGING SCIENCES
Visual computing methods for assessing the well-being of older people2019Martini C.; Odone F.; Noceti N.; Chessa M.; Barla A.; Verri A.; Cella A.; Pilotto A.; Rollandi G. A.Communications in Computer and Information Science
ADEF: An iterative algorithm to construct adversarial deformations2019Alaifari R.; Gauksson T.; Alberti G. S.7th International Conference on Learning Representations, ICLR 2019
Establishing the baseline for using plankton as biosensor2019Pastore V. P.; Zimmerman T.; Biswas S. K.; Bianco S.PROGRESS IN BIOMEDICAL OPTICS AND IMAGING
Adenine: A HPC-oriented tool for biological data exploration2019Fiorini Samuele; Tomasi Federico; Squillario Margherita; Barla AnnalisaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Discrete Changes in Glucose Metabolism Define Aging2019Ravera Silvia; Podestà Marina; Sabatini Federica; Dagnino Monica; Cilloni Daniela; Fiorini Samuele; Barla Annalisa; Frassoni FrancescoSCIENTIFIC REPORTS
Different features of tumor-associated NK cells in patients with low-grade or high-grade peritoneal carcinomatosis2019Pesce S.; Belgrano V.; Greppi M.; Carlomagno S.; Squillario M.; Barla A.; Della Chiesa M.; Di Domenico S.; Mavilio D.; Moretta L.; Candiani S.; Sivori , et al.FRONTIERS IN IMMUNOLOGY
Paths of graduates from the University of Genoa (1990-2016)2019Barla Annalisa; Fiorini Samuele; Licaj Ami; Vacanti Annapaola; Vian AndreaIMG2019 -GRÀFICHE/-GRAPHICS
Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring2019Pilotto Alberto; Verri Alessandro; Rollandi Gian Andrea; Casiddu Niccolò; Odone Francesca; Veronese Nicola; Puntoni Matteo; Porfirione Claudia; Barla Annalisa; Femia Rosetta; Pericu Silvia; Martini , et al.GERIATRIC CARE
How do implementation bugs affect the results of machine learning algorithms?2019Leotta Maurizio; Ricca Filippo; Olianas Dario; Noceti NicolettaSAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING SAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING
Symmetry-adapted representation learning2019Anselmi F.; Evangelopoulos G.; Rosasco L.; Poggio T.PATTERN RECOGNITION
Designing audio-visual tools to support multisensory disabilities2019Noceti Nicoletta; Giuliani Luca; Sosa-Garciá Joan; Brayda Luca; Trucco Andrea; Odone FrancescaMULTIMODAL BEHAVIOR ANALYSIS IN THE WILD: ADVANCES AND CHALLENGES MULTIMODAL BEHAVIOR ANALYSIS IN THE WILD: ADVANCES AND CHALLENGES
Human Motion Understanding for Selecting Action Timing in Collaborative Human-Robot Interaction2019Rea F.; Vignolo A.; Sciutti A.; Noceti N.FRONTIERS IN ROBOTICS AND AI
Are we done with object recognition? The iCub robot's perspective2019Pasquale Giulia; Ciliberto Carlo; Odone Francesca; Rosasco Lorenzo; Natale LorenzoROBOTICS AND AUTONOMOUS SYSTEMS
Cancer mutational signatures identification with sparse dictionary learning2019Tozzo Veronica; Barla AnnalisaLecture 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 MEASUREMENTS2019Alberti G. S.; Santacesaria M.FORUM OF MATHEMATICS. SIGMA
Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE2019Alberti Giovanni; Santacesaria MatteoAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
Genuine personality recognition from highly constrained face images2019Anselmi F.; Noceti N.; Rosasco L.; Ward R.IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT I
Monte Carlo wavelets: A randomized approach to frame discretization2019Kereta Z.; Vigogna S.; Naumova V.; Rosasco L.; De Vito E.2019 13TH INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA) 2019 13TH INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA)
Lectures on elliptic methods for hybrid inverse problems2018Alberti Giovanni; Capdeboscq Yves
Guest Editorial A Sense of Interaction in Humans and Robots: From Visual Perception to Social Cognition2018Sciutti Alessandra; Noceti NicolettaIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
Statistical and Computational Trade-Offs in Kernel K-Means2018Calandriello D; Rosasco LADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018)
Speeding-up Object Detection Training for Robotics with FALKON2018Maiettini E; Pasquale G; Rosasco L; Natale L2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) 2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)
Lagrangian Penalization Scheme with Parallel Forward–Backward Splitting2018Molinari C; Peypouquet JJOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
On Fast Leverage Score Sampling and Optimal Learning2018Rudi A; Calandriello D; Carratino L; Rosasco LADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018)
Manifold Structured Prediction2018Rudi A; Ciliberto C; Marconi Gm; Rosasco LADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018)
Learning with SGD and Random Features2018Carratino L; Rudi A; Rosasco LADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018)
Iterate Averaging as Regularization for Stochastic Gradient Descent2018Neu G.; Rosasco L.; Neu G.; Rosasco L.Machine Learning Research
The entropic regularization of the monge problem on the real line2018Di Marino S.; Louet J.SIAM JOURNAL ON MATHEMATICAL ANALYSIS
Hölder regularity for Maxwell’s equations under minimal assumptions on the coefficients2018Alberti GiovanniCALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS
Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification2018Milios D; Camoriano R; Michiardi P; Rosasco L; Filippone MADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018)
Constrained DMPs for Feasible Skill Learning on Humanoid Robots2018Duan Anqing; Camoriano R; Ferigo D; Calandriello D; Rosasco L; Pucci D2018 IEEE-RAS 18TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2018 IEEE-RAS 18TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS)
Implementation of the Frailty Index in hospitalized older patients: Results from the REPOSI register2018Cesari M.; Franchi C.; Cortesi L.; Nobili A.; Ardoino I.; Mannucci P. M.; Tettamanti M.; Pasina L.; Perticone F.; Salerno F.; Corrao S.; Marengoni , et al.EUROPEAN JOURNAL OF INTERNAL MEDICINE
New miRNA signature heralds human NK cell subsets at different maturation steps: Involvement of miR-146a-5p in the regulation of KIR expression2018Pesce Silvia; Squillario Margherita; Greppi Marco; Loiacono Fabrizio; Moretta Lorenzo; Moretta Alessandro; Sivori Simona; Castagnola Patrizio; Barla Annalisa; Candiani Simona; Marcenaro EmanuelaFRONTIERS IN IMMUNOLOGY
A visual computing approach for estimating the motility index in the frail elder2018Martini Chiara; Noceti Nicoletta; Chessa Manuela; Barla Annalisa; Cella Alberto; Rollandi GIAN ANDREA; Pilotto Alberto; Verri Alessandro; Odone FrancescaPROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2018), VOL 5: VISAPP PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2018), VOL 5: VISAPP
New miRNA signature heralds human NK cell subsets at different maturation steps: involvement of miR- 146a-5p in the regulation of KIR expression2018Pesce Silvia; Squillario Margherita; Greppi Marco; Loiacono Fabrizio; Moretta Lorenzo; Moretta Alessandro; Sivori Simona; Castagnola Patrizio; Barla Annalisa; Candiani Simona; Marcenaro EmanuelaFRONTIERS IN IMMUNOLOGY FRONTIERS IN IMMUNOLOGY
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy2018D'Amario Vanessa; Tomasi Federico; Tozzo Veronica; Arnulfo Gabriele; Barla Annalisa; Nobili Lino3rd Machine Learning for Healthcare Conference
A universal growth limit for circular lichens2018Seminara A.; Fritz J.; Brenner M. P.; Pringle A.JOURNAL OF THE ROYAL SOCIETY INTERFACE
Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT2018Beretta Elena; Micheletti Stefano; Perotto Simona; Santacesaria MatteoJOURNAL OF COMPUTATIONAL PHYSICS
Space-Time Signal Analysis and the 3D Shearlet Transform2018Malafronte Damiano; de Vito Ernesto; Odone FrancescaJOURNAL OF MATHEMATICAL IMAGING AND VISION
Smart security: l’integrazione dei sistemi per la sicurezza urbana negli Early Warning Systems2018di Bella E.; Corsi M; Odone F.Smart Security: evidence-based management per le policy di sicurezza
Consistent learning by composite proximal thresholding2018Combettes Patrick L.; Salzo Saverio; Villa SilviaMATHEMATICAL PROGRAMMING
A multi-camera system for damage and tampering detection in a postal security framework2018Noceti Nicoletta; Zini Luca; Odone FrancescaEURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING
Sparse multiple kernel learning: Support identification via mirror stratifiability2018GUILLAUME GASPARD PABLO GERAUD Garrigos; Rosasco Lorenzo; Villa SilviaEuropean Signal Processing Conference 2018
Hey there's DALILA: a DictionAry LearnIng LibrAry2018Tozzo Veronica; D'Amario Vanessa; Barla Annalisa2017 Imperial College Computing Student Workshop (ICCSW 2017)
Regularized learning schemes in feature Banach spaces2018Combettes Patrick L.; Salzo Saverio; Villa SilviaANALYSIS AND APPLICATIONS
Latent variable time-varying network inference2018Tomasi Federico; Salzo Saverio; Tozzo Veronica; Verri AlessandroKDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING KDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING
Data-Driven Continuous Assessment of Frailty in Older People2018Martini Chiara; Barla Annalisa; Odone Francesca; Verri Alessandro; Cella Alberto; Rollandi Gian Andrea; Pilotto AlbertoFRONTIERS IN DIGITAL HUMANITIES
Propagation and recovery of singularities in the inverse conductivity problem2018Greenleaf Allan; Lassas Matti; Santacesaria Matteo; Siltanen Samuli; Uhlmann GuntherANALYSIS & PDE
Designing Assistive Tools for the Market2018Chessa Manuela; Noceti Nicoletta; Martini Chiara; Solari Fabio; Odone FrancescaCOMPUTER VISION FOR ASSISTIVE HEALTHCARE COMPUTER VISION FOR ASSISTIVE HEALTHCARE
Shearlets as Multi-scale Radon Transforms (STSIP)2018Bartolucci F.; De Mari F.; De Vito E.; Odone F.SAMPLING THEORY IN SIGNAL AND IMAGE PROCESSING
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Phosphatidylinositol-4-phosphate-dependent membrane traffic is critical for fungal filamentous growth2015Ghugtyal V.; Garcia-Rodas R.; Seminara A.; Schaub S.; Bassilana M.; Arkowitz R. A.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
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Online space-variant background modeling with sparse coding2015Stagliano' Alessandra; Noceti Nicoletta; Verri Alessandro; Odone FrancescaIEEE TRANSACTIONS ON IMAGE PROCESSING
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Computational model of biological motion detection: a path toward view-invariant action understanding2015Sandini Giulio; Noceti Nicoletta; Vignolo Alessia; Sciutti Alessandra; Rea Francesco; Verri Alessandro; Odone FrancescaJOURNAL OF VISION
Cognition helps vision: Recognizing biological motion using invariant dynamic cues2015Noceti Nicoletta; Sciutti Alessandra; Sandini GiulioLECTURE NOTES IN COMPUTER SCIENCE
BMTDL for scene modeling on the SBI dataset2015Noceti Nicoletta; Stagliano' Alessandra; Verri Alessandro; Odone FrancescaNEW TRENDS IN IMAGE ANALYSIS AND PROCESSING - ICIAP 2015 WORKSHOPS NEW TRENDS IN IMAGE ANALYSIS AND PROCESSING - ICIAP 2015 WORKSHOPS
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Discriminative template learning in group-convolutional networks for invariant speech representations2015Zhang Chiyuan; Voinea Stephen; Evangelopoulos Georgios; Rosasco Lorenzo; Poggio TomasoINTERSPEECH-2015 - Speech beyond Speech: Towards a Better Understanding of the Most Important Biosignal
Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm2015Masecchia Salvatore; Coco Simona; Barla Annalisa; Verri Alessandro; Tonini Gian PaoloBMC MEDICAL GENOMICS
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Deep Convolutional Networks are Hierarchical Kernel Machines2015Anselmi Fabio; Rosasco Lorenzo; Tan Cheston; Poggio Tomaso A.CBMM Memo Series; 035 (arXiv:1508.01084)
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Dictionary based pooling for object categorization2014Fanello SEAN RYAN; Noceti Nicoletta; Metta Giorgio; Odone FrancescaPROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2 PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2
Ask the Image: Supervised Pooling to Preserve Feature Locality2014Fanello SEAN RYAN; Noceti Nicoletta; Ciliberto C.; Metta Giorgio; Odone Francesca2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)
Partial correlation analysis for functional connectivity studies in cortical networks2014Poli Daniele; Pastore VITO PAOLO; Martinoia Sergio; Massobrio PaoloComputational Neuroscience Meeting (CNS)
The Use of Platelet-rich Plasma Gel in Patients with Mixed Tumour Undergoing Superficial Parotidectomy: A Randomized Study2014M. Scala; P. Mereu; Spagnolo Francesco; Massa Michela; Barla Annalisa; Mosci Sofia; G. Forno; A. Ingenito; P. StradaIN VIVO
Exploiting global force torque measurements for local compliance estimation in tactile arrays2014 IEEE/RSJ International Conference on Intelligent Robots and Systems2014Ciliberto Carlo; Fiorio Luca; Marco Maggiali; Natale Lorenzo; Rosasco Lorenzo; Metta Giorgio; Sandini Giulio; Nori FrancescoIEEE International Conference on Intelligent Robots and Systems
Equivalent definitions of BV space and of total variation on metric measure spaces2014Ambrosio L; Di Marino SJOURNAL OF FUNCTIONAL ANALYSIS
The informative content of optical flow features of biological motion2014Sciutti A; Noceti N; Rea F; Odone F; Verri A; Sandini GPERCEPTION
Regenerative Medicine for the Treatment of Teno-desmic Injuries of the Equine. A Series of 150 Horses Treated with Platelet-derived Growth Factors2014M. Scala; S. Lenarduzzi; F. Spagnolo; Trapasso Maria; C. Ottonello; A. Muraglia; Barla Annalisa; P. StradaIN VIVO
Proximal methods for the latent group lasso penalty2014Villa Silvia; Rosasco Lorenzo; Mosci Sofia; Verri AlessandroCOMPUTATIONAL OPTIMIZATION AND APPLICATIONS
3d stereo estimation and fully automated learning of eye-hand coordination in humanoid robots2014Sean Ryan Fanello; Ugo Pattacini; Gori Ilaria; Vadim Tikhanoff; Marco Randazzo; Roncone Alessandro; Odone Francesca; Metta Giorgio2014 14TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2014 14TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS)
Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than lipschitz complex coefficients2014Alberti Giovanni; Capdeboscq YvesSIAM JOURNAL ON MATHEMATICAL ANALYSIS
Nutrient depletion in Bacillus subtilis biofilms triggers matrix production2014Zhang W.; Seminara A.; Suaris M.; Brenner M. P.; Weitz D. A.; Angelini T. E.NEW JOURNAL OF PHYSICS
A Machine Learning Pipeline for Identification of Discriminant Pathways2014Barla Annalisa; G. Jurman; R. Visintainer; Squillario Margherita; M. Filosi; S. Riccadonna; C. FurlanelloSPRINGER HANDBOOK OF BIO-/NEUROINFORMATICS SPRINGER HANDBOOK OF BIO-/NEUROINFORMATICS
Unsupervised Tissue Segmentation from Dynamic Contrast-Enhanced Magnetic Resonance Imaging2014G. Chiusano; A. Staglianò; Basso Curzio; Verri AlessandroARTIFICIAL INTELLIGENCE IN MEDICINE
Identification of Pathway Signatures in Parkinson’s Disease with Gene Ontology and Sparse Regularization2014Squillario Margherita; Zycinski Grzegorz; Barla Annalisa; Verri AlessandroCOMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS: 10TH INTERNATIONAL MEETING COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS: 10TH INTERNATIONAL MEETING
Multi-View Matching of Articulated Objects2014Zini Luca; Odone Francesca; A. CavallaroIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
Quantitative echography in primary uveal melanoma treated by proton beam therapy.2014C. Mosci; F. B. Lanza; Mosci Sofia; Barla AnnalisaCANADIAN JOURNAL OF OPHTHALMOLOGY-JOURNAL CANADIEN D OPHTALMOLOGIE
emotional charades2014Piana Stefano; Stagliano' Alessandra; Odone Francesca; Camurri AntonioICMI '14 Proceedings of the 16th International Conference on Multimodal Interaction
À propos de certains problèmes inverses hybrides2014Alberti Giovanni; Capdeboscq YvesSéminaire Laurent Schwartz—Équations aux Dérivées Partielles et Applications. Année 2013–2014
Regularized Dictionary Learning2014Barla Annalisa; Salzo Saverio; Verri AlessandroRegularization, Optimization, Kernels, and Support Vector Machines
A spectral graph kernel and its application to collective activities classification2014Noceti Nicoletta; Odone Francesca2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
Learning sets with separating kernels2014DE VITO Ernesto; Rosasco Lorenzo; Toigo AlessandroAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
Geometrical and computational aspects of Spectral Support Estimation for novelty detection2014Alessandro Rudi; DE VITO Ernesto; Odone FrancescaPATTERN RECOGNITION LETTERS
Semi-supervised learning of sparse representations to recognize people spatial orientation2014Noceti Nicoletta; Odone Francesca2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
The mechanism of ascus firing - Merging biophysical and mycological viewpoints2014Trail F.; Seminara A.FUNGAL BIOLOGY REVIEWS
Smart Security: Integrated Systems for Security Policies in Urban Environments2014DI BELLA Enrico; Odone Francesca; Corsi Matteo; A. Sillitti; R. BreuSMART CITY: HOW TO CREATE PUBLIC AND ECONOMIC VALUE WITH HIGH TECHNOLOGY IN URBAN SPACE SMART CITY: HOW TO CREATE PUBLIC AND ECONOMIC VALUE WITH HIGH TECHNOLOGY IN URBAN SPACE
iCub World: friendly robots help building good vision data-sets.2013Fanello SEAN RYAN; Ciliberto Carlo; Santoro Matteo; Natale Lorenzo; Metta Giorgio; Rosasco Lorenzo; Odone Francesca2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) 2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW)
Identifying relevant gene functions in Parkinson’s disease: a comparison between analysis pipelines.2013Squillario Margherita; Zycinski Grzegorz; Barla Annalisa; Verri AlessandroCIBB 2013
Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas2013S. Mascelli; Barla Annalisa; A. Raso; Mosci Sofia; P. Nozza; R. Biassoni; G. Morana; M. Huber; C. Mircean; D. Fasulo; K. Noy; G. , et al.BMC CANCER
A natural O-ring optimizes the dispersal of fungal spores2013Fritz J. A.; Seminara A.; Roper M.; Pringle A.; Brenner M. P.JOURNAL OF THE ROYAL SOCIETY INTERFACE
Keep It Simple And Sparse: Real-Time Action Recognition2013Fanello SEAN RYAN; Gori Ilaria; Metta Giorgio; Odone FrancescaJOURNAL OF MACHINE LEARNING RESEARCH
Parameter Space Exploration within Dynamic Simulations of Signaling Networks2013C. De Ambrosi; Barla Annalisa; Tortolina Lorenzo; Castagnino Nicoletta; R. Pesenti; Verri Alessandro; Ballestrero Alberto; Patrone Franco; Parodi SilvioMATHEMATICAL BIOSCIENCES AND ENGINEERING
A compositional approach for 3D arm-hand action recognition.2013Gori Ilaria; Fanello SEAN RYAN; Odone Francesca; Metta Giorgio2013 IEEE WORKSHOP ON ROBOT VISION (WORV) 2013 IEEE WORKSHOP ON ROBOT VISION (WORV)
Reproducing subgroups of Sp(2,R). Part II: admissible vectors2013Alberti Giovanni; DE MARI CASARETO DAL VERME Filippo; DE VITO Ernesto; Mantovani LuciaMONATSHEFTE FÜR MATHEMATIK
What epipolar geometry can do for video-surveillance2013Noceti Nicoletta; Balduzzi Luigi; Odone FrancescaIMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1 IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1
Dictionary learning improves subtyping of breast cancer aCGH data2013Masecchia Salvatore; Barla Annalisa; Salzo Saverio; Verri Alessandro2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
An extension of Mercer theorem to matrix-valued measurable kernels2013DE VITO Ernesto; Umanita' Veronica; Villa SilviaAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
Nonparametric Sparsity and Regularization2013Rosasco Lorenzo; Villa Silvia; Mosci Sofia; Santoro M.; Verri A.JOURNAL OF MACHINE LEARNING RESEARCH
On learnability, complexity and stability2013Villa Silvia; Rosasco Lorenzo; Poggio TomasoEmpirical Inference: Festschrift in Honor of Vladimir N. Vapnik
Reproducing subgroups of Sp(2,R). Part I: algebraic classification2013Alberti Giovanni; Balletti Luca; DE MARI CASARETO DAL VERME Filippo; DE VITO ErnestoJOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
On the impact of learning hierarchical representations for visual recognition in robotics2013Carlo Ciliberto; Sean Fanello; Matteo Santoro; Lorenzo Natale; Giorgio Metta; Rosasco LorenzoInternational Conference on Intelligent Robots and Systems
Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data2013Zycinski Grzegorz; Barla Annalisa; Squillario Margherita; T. Sanavia; B. Di Camillo; Verri AlessandroSOURCE CODE FOR BIOLOGY AND MEDICINE
Precise people counting in real time2013Zini Luca; Noceti Nicoletta; Odone Francesca2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013)
Monochromatic reconstruction algorithms for two-dimensional multi-channel inverse problems2013G Novikov Roman; Santacesaria MatteoINTERNATIONAL MATHEMATICS RESEARCH NOTICES
On the sample complexity of subspace learning2013Alessandro Rudi; Guillermo Canas; Rosasco LorenzoNIPS
New global stability estimates for the Calderón problem in two dimensions2013Santacesaria MatteoJOURNAL OF THE INSTITUTE OF MATHEMATICS OF JUSSIEU
Regenerative surgery for the definitive repair of chronic ulcers: a series of 34 cases treated with platelet-derived growth factors.2013Spagnolo Francesco; Trapasso Maria; S. Monteghirfo; Barla Annalisa; M. ScalaPLASTIC AND RECONSTRUCTIVE SURGERY
Admissible vectors for mock metaplectic representations2013DE MARI CASARETO DAL VERME Filippo; DE VITO ErnestoAPPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
Neural model with particle swarm optimization Kalman learning for forecasting in smart grids2013Alanis Alma Y; Ricalde Luis J.; Simetti Chiara; Odone FrancescaMATHEMATICAL PROBLEMS IN ENGINEERING
Accelerated and Inexact Forward-Backward Algorithms2013Villa Silvia; Salzo Saverio; L. Baldassarre; Verri AlessandroSIAM JOURNAL ON OPTIMIZATION
Structured multi-class feature selection for effective face recognition2013Fusco Giovanni; Zini Luca; Noceti Nicoletta; Odone FrancescaIMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1 IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1
One-shot learning for real-time action recognition.2013Fanello SEAN RYAN; Gori Ilaria; Metta Giorgio; Odone FrancescaPATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2013 PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2013
Multi-class image classification: sparsity does it better2013Fanello SEAN RYAN; Noceti Nicoletta; Metta Giorgio; Odone FrancescaVISAPP: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.
Action-based multi-camera synchronization2013Zini Luca; A. Cavallaro; Odone FrancescaIEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
A dictionary learning based method for aCGH segmentation2013Masecchia Salvatore; Salzo Saverio; Barla Annalisa; Verri AlessandroESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
An extension of Mercer theorem to matrix-valued measurable kernels2013De Vito E.; Umanit(`a) V.; Villa S.APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
Background modeling through dictionary learning2013Stagliano' Alessandra; Noceti Nicoletta; Verri Alessandro; Odone Francesca2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013)
Stability estimates for an inverse problem for the Schrödinger equation at negative energy in two dimensions2013Santacesaria MatteoAPPLICABLE ANALYSIS
Gurls: A least squares library for supervised learning2013Andrea Tacchetti; Pavan Mallapragada; Rosasco Lorenzo; Matteo SantoroJOURNAL OF MACHINE LEARNING RESEARCH
On multiple frequency power density measurements2013Alberti GiovanniINVERSE PROBLEMS
Learning probability measures with respect to optimal transport metrics2012Canas Guillermo; Rosasco LorenzoNIPS
Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma2012Masecchia Salvatore; Barla Annalisa; Squillario Margherita; Simona Coco; Verri Alessandro; Gian Paolo Tonini11th European Conference on Computational Biology
Convergence analysis of a proximal Gauss-Newton method2012Salzo Saverio; Villa SilviaCOMPUTATIONAL OPTIMIZATION AND APPLICATIONS
Analysis of a Parkinson’s dataset: comparison between KDVS and the Standard pipeline2012Squillario Margherita; Zycinski Grzegorz; Masecchia Salvatore; Verri Alessandro; Barla Annalisa11th European Conference on Computational Biology
All gestures you can: a memory game against a humanoid robot2012Gori Ilaria; Fanello SEAN RYAN; Odone Francesca; Metta Giorgio2012 12TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS) 2012 12TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS)
Adaptive Optimization for Cross Validation2012Rudi A; Chiusano G; Verri Alessandro20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
A Distinct Gene-Expression Profile in Pediatric Ganglioglioma2012Samantha Mascelli; Alessandro Raso; Barla Annalisa; Paolo Nozza; Roberto Biassoni; Sara Pignatelli; Cama Armando; Verri Alessandro; Valeria Capra; Marialuisa GarrèNEURO-ONCOLOGY NEURO-ONCOLOGY
Dynamic simulations of pathways downstream of TGF-β , Wnt and EGF-family grow- th factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors2012Tortolina Lorenzo; Castagnino Nicoletta; DE AMBROSI Cristina; Barla Annalisa; Verri Alessandro; Zoppoli Gabriele; Bagnasco Luca; D. Piras; Patrone Franco; Ballestrero Alberto; Parodi SilvioNew Challenges for Cancer Systems Biomedicine
Learning common behaviors from large sets of unlabeled temporal series2012Noceti Nicoletta; Odone FrancescaIMAGE AND VISION COMPUTING
Osmotic spreading of Bacillus subtilis biofilms driven by an extracellular matrix2012Seminara A.; Angelini T. E.; Wilking J. N.; Vlamakis H.; Ebrahim S.; Kolter R.; Weitz D. A.; Brenner M. P.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy.2012Mosci C; Lanza Fb; Barla Annalisa; Mosci Sofia; Hérault J; Anselmi L; Truini M.OPHTHALMOLOGICA
Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment2012Barbara Di Camillo; Tiziana Sanavia; Matteo Martini; Giuseppe Jurman; Francesco Sambo; Barla Annalisa; Squillario Margherita; Cesare Furlanello; Gianna Toffolo; Claudio CobelliPLOS ONE
Inexact and accelerated proximal point algorithms2012Salzo Saverio; Villa SilviaJOURNAL OF CONVEX ANALYSIS
Combining retrieval and classification for real-time face recognition2012Fusco Giovanni; Noceti Nicoletta; Odone Francesca2012 IEEE NINTH INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL-BASED SURVEILLANCE (AVSS) 2012 IEEE NINTH INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL-BASED SURVEILLANCE (AVSS)
Dynamic simulations of pathways downstream of TGF-beta , Wnt and EGF-family growth factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors2012Tortolina Lorenzo; Castagnino Nicoletta; Ambrosi C. De; Barla Annalisa; Verri Alessandro; Zoppoli G.; Bagnasco Luca; Piras Daniela; Patrone Franco; Ballestrero AlbertoCURRENT CANCER DRUG TARGETS CURRENT CANCER DRUG TARGETS
Global stability for the multi-channel Gel'fand-Calderón inverse problem in two dimensions2012Santacesaria MatteoBULLETIN DES SCIENCES MATHEMATIQUES
Gel'fand-Calderón's inverse problem for anisotropic conductivities on bordered surfaces in ℝ32012Henkin Gennadi; Santacesaria MatteoINTERNATIONAL MATHEMATICS RESEARCH NOTICES
A wind speed neural model with particle swarm optimization Kalman learning2012Alanis Alma Y; Simetti Chiara; Ricalde Luis J.; Odone Francesca2012 WORLD AUTOMATION CONGRESS (WAC) 2012 WORLD AUTOMATION CONGRESS (WAC)
Consistency of Learning Algorithms Using Attouch–Wets Convergence2012Villa Silvia; Rosasco Lorenzo; Mosci Sofia; Verri AlessandroOPTIMIZATION
A Machine Learning Pipeline For Discriminant Pathways Identification2012Barla Annalisa; G. Jurman; R. Visintainer; Squillario Margherita; M. Filosi; S. Riccadonna; C. FurlanelloComputational Intelligence Methods for Bioinformatics and Biostatistics - 8th International Meeting, CIBB 2011,Gargnano-Lago di Garda, Italy, June 30-July 2, 2011, Selected revised papers
Kernels for Vector-Valued Functions: A Review2012Mauricio A. Álvarez; Rosasco Lorenzo; Neil D. Lawrence
A vision-based navigation facility for planetary entry descent landing2012P. Lanza; Noceti Nicoletta; C. Maddaleno; A. Toma; Zini Luca; Odone FrancescaCOMPUTER VISION - ECCV 2012, PT II COMPUTER VISION - ECCV 2012, PT II
Novel automated system for Magnetic Resonance Imaging quantification of the inflamed synovial membrane volume in patients with juvenile idiopathic arthritis.2012Malattia Clara; Damasio M. B.; Basso C.; Santoro M.; Verri Alessandro; Pederzoli SILVIA MARIA RITA; Mattiuz C.; Viola S.; Buoncompagni A.; Madeo A.; Mazzoni M.; Rosendahl , et al.ARTHRITIS CARE & RESEARCH
Multiclass learning with simplex coding2012Youssef Mroueh; Tomaso Poggio; Jean Jaques Slotine; Rosasco LorenzoNIPS
Multi-Output Learning via Spectral Filtering2012Baldassarre L; Rosasco Lorenzo; Barla Annalisa; Verri AlessandroMACHINE LEARNING
Learning manifolds with k-means and k-flats2012Guillermo Canas; Tomaso Poggio; Rosasco LorenzoNIPS
Discriminant functional gene groups identification with machine learning and prior knowledge2012Zycinski Grzegorz; Squillario Margherita; Barla Annalisa; T. Sanavia; Verri Alessandro; B. Di CamilloThe 20 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - Proceedings
Is There Sparsity Beyond Additive Models?2012Mosci S.; Rosasco Lorenzo; Santoro M.; Verri Alessandro; Villa S.IFAC PROCEEDINGS VOLUMES
Dynamic Simulations of Kidney Exchanges2011Beccuti M.; Fragnelli V.; Franceschinis GIULIANA ANNAMARIA; Villa S.OPERATIONS RESEARCH PROCEEDINGS 2010 OPERATIONS RESEARCH PROCEEDINGS 2010
A molecular based subtyping in juvenile idiopathic arthritis (JIA)2011Squillario Margherita; Malattia Clara; Basso Curzio; Barla Annalisa19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology
Parameter Space Exploration within Dynamic Simulations of a Signaling Network Downstream of TGF-beta, WNT and EGF-family growth factors, with reference to colorectal cancer2011Barla Annalisa; DE AMBROSI Cristina; Tortolina Lorenzo; Castagnino Nicoletta; Pesenti R.; Verri Alessandro; Ballestrero Alberto; Patrone F.; Parodi S.Workshop on MATHEMATICAL ONCOLOGY: NEW CHALLENGES FOR SYSTEMS BIOMEDICINE
Gene Ontology based classification improves prediction and gene signature interpretability.2011Tiziana Sanavia; Aler Crepaldi; Barla Annalisa; Barbara Di CamilloNETTAB 2011
Dynamic Simulations of Pathway Cross-talks Relevant in Colorectal Cancer: A Quantitative Parameter Sensitivity Analysis2011DE AMBROSI Cristina; Barla Annalisa; Tortolina Lorenzo; Castagnino Nicoletta; R. Pesenti; Verri Alessandro; Ballestrero Alberto; Patrone Franco; Parodi SilvioNetwork Tools and Applications in Biology (NETTAB) Workshop
Spectral Clustering with More than K Eigenvectors2011Rebagliati N; Verri AlessandroNEUROCOMPUTING
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization.2011DE VITO Ernesto; Villa Silvia; Umanita' VeronicaJOURNAL OF COMPLEXITY
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning2011Basso Curzio; Santoro M; Verri Alessandro; Villa SilviaARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2011, PT I ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2011, PT I
DCE-MRI Analysis Using Sparse Adaptive Representations2011Chiusano G; Stagliano' A; Basso Curzio; Verri AlessandroMACHINE LEARNING IN MEDICAL IMAGING MACHINE LEARNING IN MEDICAL IMAGING
Bacterial biofilm shows persistent resistance to liquid wetting and gas penetration2011Epstein A. K.; Pokroy B.; Seminara A.; Aizenberg J.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Global uniqueness and reconstruction for the multi-channel Gel'fand-Calderón inverse problem in two dimensions2011Novikov Roman G.; Santacesaria MatteoBULLETIN DES SCIENCES MATHEMATIQUES
Biofilms as complex fluids2011Wilking J. N.; Angelini T. E.; Seminara A.; Brenner M. P.; Weitz D. A.MRS BULLETIN
Uncovering Candidate Biomarkers for Alzheimer's and Parkison's Diseases with Regularization Methods and Prior Knowledge2011Squillario Margherita; Masecchia Salvatore; Zycinski Grzegorz; Barla AnnalisaProceedings of AD/PD 2011
A machine learning pipeline for discriminant pathways identification2011Barla Annalisa; G. Jurman; R. Visintainer; Squillario Margherita; M. Filosi; S. Riccadonna; C. FurlanelloCIBB 2011
A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study2011Margherita Squillario; Barla AnnalisaBMC MEDICAL GENOMICS
Some Recent Advances in Multiscale Geometric Analysis of Point CloudsWavelets and Multiscale Analysis2011Guangliang Chen; Anna V. Little; Mauro Maggioni; Rosasco LorenzoWAVELETS AND MULTISCALE ANALYSIS: THEORY AND APPLICATIONS WAVELETS AND MULTISCALE ANALYSIS: THEORY AND APPLICATIONS
Effects of Parameter Space Exploration within Dynamic Simulations of Pathways Downstream of Erbb-family on Breast Cancer2011DE AMBROSI Cristina; Tortolina Lorenzo; Castagnino Nicoletta; R. Pesenti; Barla Annalisa; Verri Alessandro; Ballestrero Alberto; Parodi Silvio8th Annual Meeting of the Bioinformatics Italian Society
SVS: Data and knowledge integration in computational biology2011Zycinski Grzegorz; Barla Annalisa; Verri Alessandro2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Efficient pedestrian detection with group lasso2011Zini Luca; Odone Francesca2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS) 2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS)
Learning behavioral patterns of time series for video-surveillance2011Noceti Nicoletta; Santoro Matteo; Odone FrancescaMACHINE LEARNING FOR VISION-BASED MOTION ANALYSIS: THEORY AND TECHNIQUES MACHINE LEARNING FOR VISION-BASED MOTION ANALYSIS: THEORY AND TECHNIQUES
Using object affordances to improve object recognition2011Castellini C; Tommasi T; Noceti Nicoletta; Odone Francesca; Caputo B.IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT
Mechanism of nanostructure movement under an electron beam and its application in patterning2011Seminara A.; Pokroy B.; Kang S. H.; Brenner M. P.; Aizenberg J.PHYSICAL REVIEW. B, CONDENSED MATTER AND MATERIALS PHYSICS
Dispersal of fungal spores on a cooperatively generated wind2010Roper M.; Seminara A.; Bandi M. M.; Cobb A.; Dillard H. R.; Pringle A.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
L1-L2 regularization framework for Alzheimer’s molecular characterization2010Barla Annalisa; Masecchia Salvatore; Squillario Margherita18th Annual International Conference on Intelligent Systems for Molecular Biology
Learning how to grasp objects2010Barla Annalisa; L. Baldassarre; Noceti Nicoletta; Odone FrancescaProc. of ESANN, European Symposium on Artificial Neural Net
Unsupervised video surveillance2010Noceti Nicoletta; Odone FrancescaComputer Vision - ACCV 2010 International Workshops, Queenstown, New Zealand, November 8-9, 2010, Revised Selected Papers, Part I
Rigidity of Carnot groups relative to multicontact structures2010DE MARI CASARETO DAL VERME Filippo; A. OttazziPROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY
Combining l1-l2 regularization with biological prior for multi-level hypoxia signature in Neuroblastoma2010Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; P. Fardin; A. Cornero; M. Acquaviva; L. VaresioWorkshop on Machine Learning in Systems Biology
A global stability estimate for the Gel'fand-Calderón inverse problem in two dimensions2010Novikov Roman; Santacesaria MatteoJOURNAL OF INVERSE AND ILL-POSED PROBLEMS
Dimensional upper bounds for admissible subgroups for the metaplectic representation,2010Cordero E.; DE MARI CASARETO DAL VERME F.; Nowak K.; Tabacco A.MATHEMATISCHE NACHRICHTEN
On an inverse problem for anisotropic conductivity in the plane2010Henkin Gennadi; Santacesaria MatteoINVERSE PROBLEMS
An adaptive video surveillance architecture for behavior analysis2010L. Zini; Noceti Nicoletta; Odone FrancescaEurographics Italian Chapter COnference
A Biology-driven Approach Identifies the Hypoxia Gene Signature as a Predictor of the Outcome of Neuroblastoma Patients2010Fardin P; Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; Caron H; Molenaar J; Ora I; Eva A; Puppo M; Varesio L.MOLECULAR CANCER
Spectral Regularization for Support Estimation.2010DE VITO Ernesto; Rosasco Lorenzo; A. ToigoTwenty-Fourth Annual Conference on Neural Information Processing Systems
Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment2010Di Camillo B.; Martini M; Sanavia T; Jurman G; Sambo F; Barla Annalisa; Squillario Margherita; Furlanello C; Toffolo G; Cobelli C.PLOS ONE PLOS ONE
Sparsity in Learning Theory2010C. De Mol; DE VITO Ernesto; Mosci Sofia; Rosasco Lorenzo; M. Traskine; Verri AlessandroOberwolfach Mini-Workshop: Wavelet and Multiscale Methods
Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions2010Umanita' Veronica; Villa SilviaNUMERICAL FUNCTIONAL ANALYSIS AND OPTIMIZATION
Vector valued reproducing kernel Hilbert spaces and universality2010DE VITO Ernesto; Carmeli Claudio; Toigo Alessandro; Umanita' VeronicaANALYSIS AND APPLICATIONS
On Learning with Integral Operators2010Rosasco Lorenzo; M. Belkin; DE VITO ErnestoJOURNAL OF MACHINE LEARNING RESEARCH
Vector Field Learning via Spectral Filtering2010Baldassarre L; Rosasco Lorenzo; Barla Annalisa; Verri AlessandroMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT I MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT I
Functional characterization of Parkinson by high-throughput data analysis with l1l2 regularization2010Squillario Margherita; Masecchia Salvatore; Barla Annalisa9th European Conference on Computational Biology
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups2010Mosci Sofia; Villa Silvia; Verri Alessandro; Rosasco Lorenzo24th Annual Conference on Neural Information Processing Systems, December 6-9, 2010, Proceedings
Dynamic Contrast-Enhanced Magnetic Resonance Imaging in Assessment of Disease Activity in Patients with Juvenile Idiopathic Arthritis2010Malattia Clara; Damasio B; Basso Curzio; Verri Alessandro; Magnaguagno F; Viola S; Gattorno M; Ravelli Angelo; Toma' P; Martini AlbertoRHEUMATOLOGY
A Regularization Approach to Nonlinear Variable Selection2010Rosasco Lorenzo; Santoro M; Mosci Sofia; Villa Silvia; Verri AlessandroJOURNAL OF MACHINE LEARNING RESEARCH###1532-4435
Relative Pose Estimation for Planetary Entry Descent Landing2010Zini L; Odone Francesca; Verri Alessandro; Lanza P; Marcer A.COMPUTER VISION - ACCV 2010 WORKSHOPS, PT II COMPUTER VISION - ACCV 2010 WORKSHOPS, PT II
Adaptive Kernel Methods via the Balancing Principle2010DE VITO Ernesto; S. Pereverzev; Rosasco LorenzoFOUNDATIONS OF COMPUTATIONAL MATHEMATICS
Specific gene expression signatures of low-grade gliomas (LGG)2010Mascelli S.; Raso A.; Nozza P.; Pignatelli S.; Biassoni R.; Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; Wittenberg G.; Noy K.; Mircean , et al.NEURO-ONCOLOGY NEURO-ONCOLOGY
Low-cost face biometry for the visually impaired2010Balduzzi Luigi; Fusco Giovanni; A. Destrero; A. Lovato; S. Dini; M. Mesiti; Odone FrancescaIEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications
A Randomized Algorithm for Spectral Clustering2010Rebagliati N; Verri Alessandro18th European Symposium on Artificial Neural Networks,
Identification of Multiple Hypoxia Signatures in Neuroblastoma Cell Lines by l1-l2 Regularization and Data Reduction2010Fardin P; Cornero A; Barla Annalisa; Mosci Sofia; Acquaviva M; Rosasco Lorenzo; Gambini C; Verri Alessandro; Varesio L.JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY
Solving Structured Sparsity Regularization with Proximal Methods2010Mosci Sofia; Rosasco Lorenzo; Santoro M; Verri Alessandro; Villa SilviaEuropean Conference on Machine Learning and Knowledge Discovery in Databases, Barcelona, Spain, September 20-24, 2010, Proceedings. LNCS 6321
An introduction to mocklets2010DE MARI CASARETO DAL VERME Filippo; DE VITO ErnestoOberwolfach Mini-Workshop: Shearlets
Clinical Evaluation of a (1,3)- -D-Glucan Assay for Presumptive Diagnosis of Pneumocystis jiroveci Pneumonia in Immunocompromised Patients2009V. Del Bono; A. Mularoni; E. Furfaro; E. Delfino; Rosasco Lorenzo; F. Miletich; C. ViscoliCLINICAL AND VACCINE IMMUNOLOGY
A classification architecture based on connected components for text detection in unconstrained environments2009Zini L.; Destrero A.; Odone F.AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE
Feature Selection for High-Dimensional Data2009Destrero A; Mosci Sofia; DE MOL C; Verri Alessandro; Odone FrancescaCOMPUTATIONAL MANAGEMENT SCIENCE
Deployment of a Regularized Feature Selection Framework on an Overlay Desktop Grid2009Barla Annalisa; Ferrante Marco2009 INTERNATIONAL WORKSHOP ON HIGH PERFORMANCE COMPUTATIONAL SYSTEMS BIOLOGY, PROCEEDINGS 2009 INTERNATIONAL WORKSHOP ON HIGH PERFORMANCE COMPUTATIONAL SYSTEMS BIOLOGY, PROCEEDINGS
Quantum Homodyne Tomography as an Informationally Complete Positive Operator Valued Measure2009Albini Paolo; DE VITO Ernesto; Toigo AlessandroJOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL
Spatio-temporal constraints for on-line 3D object recognition in videos2009Noceti Nicoletta; Delponte E; Odone FrancescaCOMPUTER VISION AND IMAGE UNDERSTANDING
A Note on Perturbation Results for Learning Empirical Operators2009Rosasco Lorenzo; M. Belkin; DE VITO ErnestoCOLT 2009-- 22ND ANNUAL CONFERENCE ON LEARNING THEORY
Segmentation of Inflamed Synovia in Multi-modal 3D MRI2009Basso Curzio; Santoro M; Verri Alessandro; Esposito M.IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009, Proceedings
A Regularized Method for Selecting Nested Group of Genes from Microarray Data2009DE MOL C; Mosci Sofia; Traskine M; Verri AlessandroJOURNAL OF COMPUTATIONAL BIOLOGY
A Regularized Framework for Feature Selection in Face Detection and Authentication2009Destrero A; DE MOL C; Odone Francesca; Verri AlessandroINTERNATIONAL JOURNAL OF COMPUTER VISION
Combined motion and appearance models for robust object tracking in real-time2009Noceti Nicoletta; A. Destrero; A. Lovato; Odone FrancescaAVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE
Machine learning techniques for biometrics2009Odone Francesca; Pontil M; Verri AlessandroHANDBOOK OF REMOTE BIOMETRICS FOR SURVEILLANCE AND SECURITY HANDBOOK OF REMOTE BIOMETRICS FOR SURVEILLANCE AND SECURITY
The l1-l2 Regularization Framework Unmasks the Hypoxia Signature Hidden in the Transcriptome of a Set of Heterogenous Neuroblastoma Cell Lines2009Fardin P; Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; Varesio L.BMC GENOMICS
A Sparsity-Enforcing Method for Learning Face Features2009Destrero A; DE MOL C; Odone Francesca; Verri AlessandroIEEE TRANSACTIONS ON IMAGE PROCESSING
Cloud droplet growth by condensation in homogeneous isotropic turbulence2009Lanotte A. S.; Seminara A.; Toschi F.JOURNAL OF THE ATMOSPHERIC SCIENCES
Towards a theoretical framework for learning multi-modal patterns for embodied agents2009Noceti Nicoletta; B. Caputo; C. Castellini; L. Baldassarre; Barla Annalisa; Rosasco Lorenzo; Odone Francesca; Sandini GiulioIMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS
Improving 3D shape retrieval with SVM2009Delponte E.; Basso C.; Odone Francesca; Puppo EnricoGRAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS THEORY AND APPLICATIONS GRAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS THEORY AND APPLICATIONS
Elastic net regularization in learning theory2009C. DE MOL; DE VITO Ernesto; Rosasco LorenzoJOURNAL OF COMPLEXITY
Mathematics of the Neural Response2009S. Smale; Rosasco Lorenzo; J. Bouvrie; A. Caponnetto; T. PoggioFOUNDATIONS OF COMPUTATIONAL MATHEMATICS
On Invariance in Hierarchical Models2009Jake V. Bouvrie; Rosasco Lorenzo; Tomaso PoggioAnnual Conference on Neural Information Processing Systems
Incentive compatibility in kidney exchange problems2009Villa S.; Patrone F.HEALTH CARE MANAGEMENT SCIENCE
Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France.2009C. Mosci; Mosci Sofia; Barla Annalisa; Squarcia Sandro; P. Chauvel; N. IborraEUROPEAN JOURNAL OF OPHTHALMOLOGY
A Method for Robust Variable Selection with Significance Assessment2008Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro16th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 23-25, 2008, Proceedings
Unsupervised Learning of Behavioural Patterns for Video-Surveillance2008Noceti Nicoletta; M. Santoro; Odone FrancescaWorkshop on machine learning for vision-based motion analysis - in conjunction with ECCV 2008
String-based Spectral Clustering for Understanding Human Behaviours2008Noceti Nicoletta; M. Santoro; Odone FrancescaInternational WOrkshop THEMIS - Tracking Humans for the Evaluation of their Motion in Image Sequences
Spectral Algorithms for Supervised Learning2008LO GERFO L.; Rosasco Lorenzo; Odone Francesca; DE VITO Ernesto; Verri AlessandroNEURAL COMPUTATION
3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques2008Castellani U; Cortelazzo G. M.; Cristani M; Delponte E; Fusiello A; Giachetti A; Mizzaro S; Odone Francesca; Puppo Enrico; Scateni R; Zanuttigh P.Sixth Eurographics Italian Chapter Conference
Finding structured gene signatures2008Mosci Sofia; Barla Annalisa; Verri Alessandro; Rosasco Lorenzo2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS 2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS
Entropy Conditions for $L_r$-Convergence of Empirical Processes2008A. Caponnetto; DE VITO Ernesto; M. PontilADVANCES IN COMPUTATIONAL MATHEMATICS
Vector valued regression for iron overload estimation2008 19th International Conference on Pattern Recognition2008Luca Baldassarre; Barla Annalisa; Gianesin Barbara; Marinelli Mauro2008 19th International Conference on Pattern Recognition
Generic well posedness in linear programming2008Lucchetti Roberto; Radrizzani Paola; Villa SilviaPACIFIC JOURNAL OF OPTIMIZATION
How winding is the coast of Britain? Conformal invariance of rocky shorelines2008Boffetta G.; Celani A.; Dezzani D.; Seminara A.GEOPHYSICAL RESEARCH LETTERS
Machine learning methods for predictive proteomics2008Barla Annalisa; G. Jurman; S. Riccadonna; S. Merler; M. Chierici; C. FurlanelloBRIEFINGS IN BIOINFORMATICS
Analysis of Elastic-Net Regularization2008C. De Mol; DE VITO Ernesto; Rosasco LorenzoOberwolfach Mini-Workshop: Learning Theory and Approximation
A prototype system for unconstrained face verification BASED ON STATISTICAL LEARNING2008A. Destrero; A. Lovato; Odone FrancescaFaces in 'Real-Life' Images: detection, alignment, recognition - Workshop in conjunction with ECCV 2008
Algebraic stability indicators for ranked lists in molecular profiling2008G. Jurman; S. Merler; Barla Annalisa; S. Paoli; A. Galea; C. FurlanelloBIOINFORMATICS
A Regularized Approach to Feature Selection for Face Detection2007Destrero A; De Mol C; Odone Francesca; Verri AlessandroCOMPUTER VISION - ACCV 2007, PT II, PROCEEDINGS COMPUTER VISION - ACCV 2007, PT II, PROCEEDINGS
On Regularization Algorithms in Learning Theory2007Bauer F; Rosasco LorenzoJOURNAL OF COMPLEXITY
Classificazione predittiva per il profiling proteomico2007G. Jurman; Barla Annalisa; S. Riccadonna; C. FurlanelloGenomica e Proteomica Computazionale
Appearance-based 3D Object Recognition with Time-invariant Features2007Delponte E; Noceti Nicoletta; Odone Francesca; Verri Alessandro14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS
A System for Face Detection and Tracking in Unconstrained Environments2007Destrero A; Odone Francesca; Verri Alessandro2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE 2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE
Fitting 3D Morphable Models Using Implicit Representations2007Basso Curzio; Verri AlessandroJOURNAL OF VIRTUAL REALITY AND BROADCASTING
Spatio-temporal constraints for matching view-based descriptions of 3D objects2007Delponte E; Noceti Nicoletta; Odone Francesca; Verri Alessandro8th International Workshop on Image Analysis for Multimedia Interactive Services, Santorini, Greece, June 6-8, 2007, Proceedings
Image Classification and Retrieval with Kernel Methods2007Odone Francesca; Verri AlessandroKERNEL METHODS IN BIOENGINEERING, SIGNAL AND IMAGE PROCESSING KERNEL METHODS IN BIOENGINEERING, SIGNAL AND IMAGE PROCESSING
On Early Stopping in Gradient Descent Learning2007Yao Y; Rosasco LorenzoCONSTRUCTIVE APPROXIMATION
Semisupervised multiband segmentation for predictive proteomic analysis.2007Barla Annalisa; B. Irler; S. Paoli; G. Jurman; S. Merler; C. FurlanelloCongress of European Proteomics Association
Dimensionality Reduction and Generalization2007Mosci Sofia; Rosasco Lorenzo; Verri Alessandro24th International Conference on Machine Learning
Role of turbulence for droplet condensation2007Celani A.; Mazzino Andrea; Seminara A.; Tizzi MarcoADVANCES IN TURBULENCE XI ADVANCES IN TURBULENCE XI
On the regularization of sliding modes2007Levaggi Laura; Villa SilviaSIAM JOURNAL ON OPTIMIZATION
Droplet condensation in two-dimensional Bolgiano turbulence2007Celani A.; Mazzino A.; Seminara A.; Tizzi M.JOURNAL OF TURBULENCE
The Heisenberg group, SL(3, R) , and Rigidity2007DE MARI CASARETO DAL VERME Filippo; A Cowling; M Eastwood; M MccallumHARMONIC ANALYSIS, GROUP REPRESENTATIONS, AUTOMORPHIC FORMS AND INVARIANT THEORY: IN HONOR OF ROGER E. HOWE
A Grid Environment for High-Throughput Proteomics2007Mario Cannataro; Barla Annalisa; Roberto Flor; Giuseppe Jurman; Stefano Merler; Silvano Paoli; Giuseppe Tradigo; Pierangelo Veltri; Cesare FurlanelloIEEE TRANSACTIONS ON NANOBIOSCIENCE
A Trainable System for Face Detection in Unconstrained Environments2007Destrero A; Odone Francesca; Verri Alessandro14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 14TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS
Optimal rates for regularized least­ squares algorithm2007A. Caponnetto; DE VITO ErnestoFOUNDATIONS OF COMPUTATIONAL MATHEMATICS
The importance of continuous views for real-time 3D object recognition2007Delponte E; Noceti Nicoletta; Odone Francesca; Verri Alessandro2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6 2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6
Large-scale anisotropy in scalar turbulence2006Celani A.; Seminara A.PHYSICAL REVIEW LETTERS
Discretization error analysis for Tikhonov regularization2006DE VITO Ernesto; Rosasco Lorenzo; A. CaponnettoANALYSIS AND APPLICATIONS
Studio dell’evoluzione di una foresta semi-naturale situata sull’isola di Hallands Väderö, Svezia meridionale. Informatore Botanico Italiano2006Molinari C; Hannon Ge; Bradshaw Rhw; Lindbladh MINFORMATORE BOTANICO ITALIANO
Analysis on a Local Approach to 3D Object Recognition2006Delponte E; Arnaud E; Odone Francesca; Verri AlessandroPATTERN RECOGNITION, PROCEEDINGS PATTERN RECOGNITION, PROCEEDINGS
Approximability of sliding modes and regularization2006Levaggi Laura; Villa Silvia2006 INTERNATIONAL WORKSHOP ON VARIABLE STRUCTURE SYSTEMS 2006 INTERNATIONAL WORKSHOP ON VARIABLE STRUCTURE SYSTEMS
Reproducing subgroups for the metaplectic representation2006Cordero E.; DE MARI CASARETO DAL VERME Filippo; Nowak K.; Tabacco A.PSEUDO-DIFFERENTIAL OPERATORS AND RELATED TOPICS PSEUDO-DIFFERENTIAL OPERATORS AND RELATED TOPICS
Proteome Profiling without Selection Bias2006Barla Annalisa; B. Irler; S. Merler; G. Jurman; S. Paoli; C. Furlanello19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS 19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS
On a variational problem of Ulam2006Villa S.IFIP International Federation for Information Processing
Analytic features of reproducing groups for the metaplectic representation2006Cordero E.; DE MARI CASARETO DAL VERME F.; Nowak K.; Tabacco A.JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
Shape Categorization Using String Kernels2006Daliri M. R.; Delponte E; Verri Alessandro; Torre V.Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006, Proceedings. LNCS 4174
Vector Valued Reproducing Kernel Hilbert Spaces Integrable, Functions and Mercer Theorem2006Carmeli Claudio; DE VITO Ernesto; Toigo AlessandroANALYSIS AND APPLICATIONS
SVD-Matching Using SIFT Features2006Delponte E; Isgro' F; Odone Francesca; Verri AlessandroGRAPHICAL MODELS
Trains of Keypoints for 3D Object Recognition2006Delponte E; Arnaud E; Odone Francesca; Verri Alessandro18th International Conference on Pattern Recognition, Hong Kong, China, August 20-24, 2006, Proceedings
SVD-matching Using SIFT Features2005Delponte E; Isgro' F; Odone Francesca; Verri AlessandroGRAPHICAL MODELS GRAPHICAL MODELS
Support Vectors Algorithms as Regularization Networks2005Caponnetto A; Rosasco Lorenzo; Odone F. AND VERRI A.13th European Symposium on Artificial Neural Networks
Droplet condensation in turbulent flows2005Celani A.; Falkovich G.; Mazzino Andrea; Seminara A.EUROPHYSICS LETTERS
Large-scale structure of passive scalar turbulence2005Celani A.; Seminara A.PHYSICAL REVIEW LETTERS
Well-posedness of nonconvex integral functionals2005Villa Silvia44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05
Building Kernels from Binary Strings for Image Matching2005Odone Francesca; Barla Annalisa; Verri AlessandroIEEE TRANSACTIONS ON IMAGE PROCESSING
Feature Selection with Nonparametric Statistics2005Franceschi E; Odone Francesca; Smeraldi F; Verri Alessandro2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5 2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5
Large Baseline Matching of Scale Invariant Features2005Delponte E; Isgro' F; Odone Francesca; Verri AlessandroIMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS
An Open System for 3D Reconstruction from Multiple Sensors2005Isgro' F; Odone Francesca; Verri Alessandro7th International Workshop on Computer Architecture for Machine Perception, Palermo, Italy, July 4-6, 2005, Proceedings
A Novel Kernel Method for Clustering2005Camastra F; Verri AlessandroIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Well-posedness of nonconvex integral functionals2005Villa SilviaSIAM JOURNAL ON CONTROL AND OPTIMIZATION
Statistical Learning Approaches with Application to Face Detection2005Franceschi E; Odone Francesca; Verri AlessandroADVANCED STUDIES IN BIOMETRICS ADVANCED STUDIES IN BIOMETRICS
Model selection for regularized least-squares algorithm in learning theory2005DE VITO Ernesto; A. Caponnetto; Rosasco LorenzoFOUNDATIONS OF COMPUTATIONAL MATHEMATICS
Support Vector Algorithms as Regularization Networks2005Caponnetto A; Rosasco Lorenzo; Odone Francesca; Verri Alessandro13th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 27-29, 2005, Proceedings
Learning from Examples as an Inverse Problem2005DE VITO Ernesto; Rosasco Lorenzo; A. Caponnetto; U. DE GIOVANNINI; Odone FrancescaJOURNAL OF MACHINE LEARNING RESEARCH
Web Tools to Support Image Classification2005Odone Francesca; Barla Annalisa; Franceschi E; Verri AlessandroInternet Imaging VI Internet Imaging VI
Contact and conformal mappings in parabolic geometry. I2005Cowling M.; DE MARI CASARETO DAL VERME F.; Koranyi A.; Reimann H.GEOMETRIAE DEDICATA
A complete characterization of phase space measurements2004Carmeli Claudio; Cassinelli Giovanni; DE VITO Ernesto; Toigo Alessandro; B. VacchiniJOURNAL OF PHYSICS. A, MATHEMATICAL AND GENERAL
Learning, Regularization and Ill-Posed Inverse Problems.2004Rosasco Lorenzo; A. Caponnetto; DE VITO Ernesto; U. DE GIOVANNINI; Odone FrancescaAdvances in Neural Information Processing Systems 2004
Are Loss Functions All the Same?2004Rosasco Lorenzo; DE VITO Ernesto; A. Caponnetto; Piana Michele; Verri AlessandroNEURAL COMPUTATION
Some Properties of Regularized Kernel Methods2004DE VITO E; Rosasco Lorenzo; Caponnetto A; Piana M. AND VERRI A.JOURNAL OF MACHINE LEARNING RESEARCH
The Theory of Symmetry Actions in Quantum Mechanics: with an application to the Galilei group2004Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; A. Levrero
Positive operator valued measures covariant with respect to an abelian group2004Cassinelli Giovanni; DE VITO Ernesto; Toigo AlessandroJOURNAL OF MATHEMATICAL PHYSICS
Finding objects with hypothesis testing,2004Franceschi E.; Odone Francesca; Smeraldi F.; Verri AND A.Learning for adapable visual systems, ICPR workshop
Old Fashioned State-of-the-art Image Classification2003Barla Annalisa; Odone Francesca; Verri Alessandro12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS
Positive operator valued measures covariant with respect to an irreducible representation2003Cassinelli Giovanni; DE VITO Ernesto; Toigo AlessandroJOURNAL OF MATHEMATICAL PHYSICS
A Multimedia, Multichannel, and Personalized News Provider2003Delato M; Martelli A; Martelli Maurizio; Mascardi Viviana; Verri AlessandroINTERACTIVE MULTIMEDIA ON NEXT GENERATION NETWORKS INTERACTIVE MULTIMEDIA ON NEXT GENERATION NETWORKS
Square integrability modulo a subgroup2003Cassinelli Giovanni; DE VITO ErnestoTRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY
AW -Convergence and Well-Posedness of Non Convex Functions2003Villa SilviaJOURNAL OF CONVEX ANALYSIS
Histogram Intersection Kernel for Image Classification2003Barla Annalisa; Odone Francesca; Verri Alessandro2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS
Real-time image recognition2002Odone Francesca; Verri AlessandroOpto-Mechatronic Systems Handbook
Hausdorff Kernel for 3D Object Acquisition and Detection2002Barla Annalisa; Odone Francesca; Verri AlessandroCOMPUTER VISION - ECCV 2002, PT IV COMPUTER VISION - ECCV 2002, PT IV
Learning and Vision Machines2002Heisele B; Verri Alessandro; Poggio T.PROCEEDINGS OF THE IEEE
A layered representation of a video shot with mosaicing.2002Odone Francesca; A. Fusiello; E. TruccoPATTERN ANALYSIS AND APPLICATIONS
Localization type Berezin--Toeplitz operators on bounded symmetric domains2002DE MARI CASARETO DAL VERME Filippo; Nowak K.THE JOURNAL OF GEOMETRIC ANALYSIS
Image Kernels2002Barla Annalisa; Franceschi E; Odone Francesca; Verri AlessandroPATTERN RECOGNITION WITH SUPPORT VECTOR MACHINES, PROCEEDINGS PATTERN RECOGNITION WITH SUPPORT VECTOR MACHINES, PROCEEDINGS
Covariant localizations in the torus and the phase observables2002Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; J. P. PellonpaaJOURNAL OF MATHEMATICAL PHYSICS
Uniform eigenvalue estimates for time-frequency localization operators2002DE MARI CASARETO DAL VERME Filippo; Feichtinger H. G.; Nowak K.JOURNAL OF THE LONDON MATHEMATICAL SOCIETY
Kernel-based 3D Object Representation,2002Barla Annalisa; Odone FrancescaARTIFICIAL NEURAL NETWORKS - ICANN 2002 ARTIFICIAL NEURAL NETWORKS - ICANN 2002
Regularization and Statistical Learning Theory for Data Analysis2002Evgeniou T; Poggio T; Pontil M; Verri AlessandroCOMPUTATIONAL STATISTICS & DATA ANALYSIS
b2002Poggio T; Mukherjee S; Rifkin R; Raklin A; Verri AlessandroUncertainty in Geometric Computations
Canonical subgroups of ℍ1 ⋊ SL(2, R)2002DE MARI CASARETO DAL VERME Filippo; Nowak KrzysztofBOLLETTINO DELL'UNIONE MATEMATICA ITALIANA. B
Contact and conformal maps on Iwasawa N groups2002M. Cowling; DE MARI CASARETO DAL VERME Filippo; A. Korányi; M. ReimannATTI DELLA ACCADEMIA NAZIONALE DEI LINCEI. RENDICONTI LINCEI. MATEMATICA E APPLICAZIONI
General Purpose Matching of Grey Level Arbitrary Images2001Odone Francesca; Trucco E; Verri Alessandro4th International Workshop on Visual Form, Capri, Italy, May 28-30, 2001, Proceedings. LNCS 2059
A Flexible Algorithm for Image Matching2001Odone Francesca; Trucco E; Verri Alessandro11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 11TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS
SU(1, 1) tomography2001G. M. Dariano; DE VITO Ernesto; L. MacconePHYSICAL REVIEW A
Analysis of the affine transformations of the time-frequency plane2001DE MARI CASARETO DAL VERME Filippo; K. NowakBULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY
Teleportation and measurement2001P. Bush; Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; A. LevreroPHYSICS LETTERS A
On discrete frames associated with semidirect products2001P. Aniello; Cassinelli Giovanni; DE VITO Ernesto; A. LevreroJOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
A Trainable System for Grading Fish from Images2001Odone Francesca; Trucco E.; Verri AlessandroAPPLIED ARTIFICIAL INTELLIGENCE
A Theorem of Ludwig Revisited2000Cassinelli Giovanni; DE VITO Ernesto; Lahti P.; Levrero A.FOUNDATIONS OF PHYSICS
Square-integrable imprimitivity systems2000Cassinelli Giovanni; DE VITO Ernesto; A. LevreroJOURNAL OF MATHEMATICAL PHYSICS
Robust motion-based segmentation for content-based video coding2000Odone Francesca; Andrea Fusiello; Emanuele TruccoComputer-Assistef Information Retrieval (RIAO 2000) International Conference
A Compact Algorithm for Rectification of Stereo Pairs2000Fusiello A; Trucco E; Verri AlessandroMACHINE VISION AND APPLICATIONS
Introduction: Learning and Vision at CBCL2000Poggio T; Verri AlessandroINTERNATIONAL JOURNAL OF COMPUTER VISION
Phase space observables and isotypic spaces2000Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; A. LevreroJOURNAL OF MATHEMATICAL PHYSICS
Group theoretical quantum tomography2000Cassinelli Giovanni; G. M. Dariano; DE VITO Ernesto; A. LevreroJOURNAL OF MATHEMATICAL PHYSICS
Learning to Recognize Visual Dynamic Events from Examples2000Pittore M; Campani M; Verri AlessandroINTERNATIONAL JOURNAL OF COMPUTER VISION
Frames from imprimitivity systems1999P. Aniello; Cassinelli Giovanni; DE VITO Ernesto; A. LevreroJOURNAL OF MATHEMATICAL PHYSICS
Representing and Recognizing Visual Dynamic Events with Support Vector Machines1999Pittore M; Basso Curzio; Verri Alessandro10th International Conference on Image Analysis and Processing, Venice, Italy, September 27-29, 1999, Proceedings
Galilei invariant wave equations1999Cassinelli Giovanni; A. Levrero; DE VITO ErnestoREPORTS ON MATHEMATICAL PHYSICS
Support Vector Machine Classification of Microarray Data1999Mukherjee S; Tamayo P; Mesirov Jp; Slonim D; Verri Alessandro; Poggio T.AI Memo 1676/CBCL Paper #182, Massachusetts Institute of Technology, Cambridge, MA
Toda flows and real Hessenberg manifolds1999DE MARI CASARETO DAL VERME Filippo; M. PedroniTHE JOURNAL OF GEOMETRIC ANALYSIS
Finding the Epipole from Uncalibrated Optical Flow1999Verri Alessandro; Trucco E.IMAGE AND VISION COMPUTING
Support Vector Machines vs. Multi-Layer Perceptrons in Particle Identification1999Barabino N; Pallavicini Marco; Petrolini Alessandro; Pontil M; Verri Alessandro7th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 21-23, 1999, Proceedings
Recognizing 3-D Objects with Linear Support Vector Machines1998Pontil M; Rogai S; Verri Alessandro5th European Conference on Computer Vision, Freiburg, Germany, June 2-6, 1998, Proceedings. LNCS 1407
Introductory Techniques for 3D Computer Vision1998Trucco E.; Verri Alessandro
Finding the Epipole from Uncalibrated Optical Flow1998Verri Alessandro; Trucco E.SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION
Support vector machines: a large scale QP1998Pontil M; Rogai S; Verri AlessandroHigh Performance Algorithms and Software in Nonlinear Optimization
Square-integrability of induced representations of semidirect products1998P. Aniello; Cassinelli Giovanni; DE VITO Ernesto; A. LevreroREVIEWS IN MATHEMATICAL PHYSICS
Symmetries of the quantum state space and group representations1998Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; A. LevreroREVIEWS IN MATHEMATICAL PHYSICS
Properties of Support Vector Machines1998Pontil M; Verri AlessandroNEURAL COMPUTATION
Visual Learning of Weight from Shape Using Support Vector Machines1998Odone Francesca; Trucco E; Verri Alessandro9th British Machine Vision Conference, Southampton, UK, September 14-17, 1998, Proceedings
The Nearest-Neighbor Technique for Particle Identification1998Pallavicini Marco; Patrignani Claudia; Pontil M.; Verri AlessandroNUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT
Support Vector Machines for 3-D Object Recognition1998Pontil M; Verri AlessandroIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Wavelet transforms and discrete frames associated to semidirect products1998P. Aniello; Cassinelli Giovanni; DE VITO Ernesto; A. LevreroJOURNAL OF MATHEMATICAL PHYSICS
Direct Aspect Based 3-D Object Recognition1997Pontil M; Verri Alessandro9th International Conference on Image Analysis and Processing, Florence, Italy, September 17-19, 1997, Proceedings. LNCS 1311
Symmetry groups in quantum mechanics and the theorem of Wigner on the symmetry transformations1997Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; A. LevreroREVIEWS IN MATHEMATICAL PHYSICS
Integrability of the quantum adiabatic evolution and geometric phases1997Cassinelli Giovanni; DE VITO Ernesto; A. LevreroJOURNAL OF MATHEMATICAL PHYSICS
There is More to Vision than Geometry1997Verri AlessandroCOMPUTER VISION AND IMAGE UNDERSTANDING
Computing Size Functions from Edge Maps1997Verri Alessandro; Uras C.INTERNATIONAL JOURNAL OF COMPUTER VISION
On the decompositions of a quantum state1997Cassinelli Giovanni; DE VITO Ernesto; A. LevreroJOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS
Rectification with Unconstrained Stereo Geometry1997Fusiello A; Trucco E; Verri Alessandro8th British Machine Vision Conference, Colchester, UK, September 8-11, 1997, Proceedings
A Metric-Topological Approach to Shape Representation and Recognition1996Verri Alessandro; Uras C.IMAGE AND VISION COMPUTING
Aspect-Based Object Recognition with Size Functions1996Verri Alessandro; Uras C.13th International Conference on Pattern Recognition, Vienna, Austria, August 25-29, 1996, Proceedings
The Weyl group as fixed point set of smooth involutions1996DE MARI CASARETO DAL VERME FilippoJOURNAL OF LIE THEORY
The spaces of improper rational matrices and ARMA- systems of fixed McMillan degree1995DE MARI CASARETO DAL VERME Filippo; H. Gluesing LuerssenJOURNAL OF MATHEMATICAL SYSTEMS, ESTIMATION, AND CONTROL
Analysis of second order differential operators with complex coefficients on the Heisenberg group1995DE MARI CASARETO DAL VERME Filippo; M. M. Peloso; F. RicciJOURNAL FÜR DIE REINE UND ANGEWANDTE MATHEMATIK
Hand Gesture Recognition from Edge Maps1995Uras C; Verri AlessandroInternational Workshop on Automatic Face- and Gesture-Recognition
Sign Language Recognition: an Application of the Theory of Size Functions1995Uras C; Verri Alessandro6th British Machine Vision Conference, Birmingham, UK, September 11-14, 1995, Proceedings
On the Recognition of the Alphabet of Sign Language through Size Functions1995Uras C; Verri Alessandro12th International Conference on Pattern Recognition, Jerusalem, Israel, October 9-13, 1994, Proceedings
Geometric Phase and Sequential Measurements in Quantum Mechanics1994Cassinelli Giovanni; DE VITO Ernesto; P. Lahti; A. LevreroPHYSICAL REVIEW A
Pancharatnam Phase for Polarized Light1994DE VITO Ernesto; A. LevreroJOURNAL OF MODERN OPTICS
Studying Shape through Size Functions1994Verri Alessandro; Uras C.Shape in picture: Mathematical Description of Shapes in Grey-level Images, NATO ASI Series F:126
Classical pairing and quantum group duality1994Cassinelli Giovanni; DE VITO Ernesto; Truini PieroQuantum Simmetries
Deformation of polynomial spaces over semisimple Lie groups.1994DE VITO Ernesto; Truini PieroCOMMUNICATIONS IN THEORETICAL PHYSICS ALLAHABAD
Properties of the range of a state operator1994Cassinelli Giovanni; DE VITO Ernesto; P. LahtiREPORTS ON MATHEMATICAL PHYSICS
On the Use of Size Functions for Shape Analysis1993Verri Alessandro; Uras C; Frosini P; Ferri M.BIOLOGICAL CYBERNETICS
Vehicle Guidance from One-Dimensional Optical Flow1993De Micheli E; Verri AlessandroIEEE Symposium on Intelligent Vehicles
Invariant Size Functions1993Verri Alessandro; Uras C.Applications of Invariance in Computer Vision, Second Joint European - US Workshop, Ponta Delgada, Azores, Portugal, October 9-14, 1993, Proceedings. LNCS 825
On the Use of Size Functions for Shape Analysis1993Verri Alessandro; Uras C; Frosini P; Ferri M.IEEE Workshop on Qualitative Vision, New York NY, USA, June 14, 1993. Proceedings
Passive Navigation: One Dimension is Better than Two1993De Micheli E; Verri AlessandroInternational Conference on Digital Signal Processing, Nicosia, Cyprus, July 14-16, 1993, Proceedings
First Order Analysis of Optical Flow in Monkey Brain1992Orban G. A.; Lagae L; Verri Alessandro; Raiguel S; Xiao D; Maes H; Torre V.PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
A Simple and Robust Method for Estimating the Motion of a Mobile Vehicle from Optical Flow1992Malisia A; Campani M; Verri AlessandroRobust Computer Vision: Quality of Vision Algorithms
Hessenberg varieties1992DE MARI CASARETO DAL VERME Filippo; C. Procesi; M. A. ShaymanTRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY
Motion Analysis from First Order Properties of Optical Flow1992Campani M; Verri AlessandroCOMPUTER VISION GRAPHICS AND IMAGE PROCESSING GRAPHICAL MODELS AND IMAGE PROCESSING
Identifying Multiple Motions from Optical Flow1992Rognone A; Campani M; Verri AlessandroCOMPUTER VISION - ECCV 92 COMPUTER VISION - ECCV 92
Computational Aspects of Motion Perception in Artificial and Natural Visual Systems1992Verri Alessandro; Straforini M; Torre V.PHILOSOPHICAL TRANSACTIONS - ROYAL SOCIETY. BIOLOGICAL SCIENCES
Green Theorems and Qualitative Properties of the Optical Flow1991Poggio T; Verri Alessandro; Torre V.AI Memo 1289/ CBIP Paper 67, Massachusetts Institute of Technology, Cambridge, MA
Limit Cycles of the Two-Dimensional Motion Field1990Verri Alessandro; Aicardi F.BIOLOGICAL CYBERNETICS
Topological aspects of robust control1990DE MARI CASARETO DAL VERME Filippo; R. OberControl of uncertain Systems
Lie algebraic generalizations of Hessenberg matrices and the topology of Hessenberg varieties1990DE MARI CASARETO DAL VERME Filippo; M. A. ShaymanThe 1989 International Symposium on the MTNS
An Algebraic Procedure for the Computation of Optical Flow1990Verri Alessandro; Campani M.IEEE Workshop on Robust Computer Vision
Differential Techniques for Optical Flow1990Verri Alessandro; Girosi F; Torre V.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE
Computing Optical Flow from an Overconstrained System of Linear Algebraic Equations1990Campani M; Verri AlessandroTHIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION
3D Motion and Structure from Image Sequences1990De Micheli E; Verri Alessandro; Uras S.MODELLING THE INNOVATION : COMMUNICATIONS, AUTOMATION AND INFORMATION SYSTEMS MODELLING THE INNOVATION : COMMUNICATIONS, AUTOMATION AND INFORMATION SYSTEMS
Mathematical Properties of the Motion Field: from Singular Points to Motion Parameters1989Verri Alessandro; Girosi F; Torre V.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE
Motion Segmentation from Optical Flow1989Verri Alessandro; Uras S; De Micheli E.5th Alvey Vision Conference
Analysis of Differential and Matching Methods for Optical Flow1989Little J; Verri AlessandroIEEE Workshop on Visual Motion, Irvine CA, USA, March 20-22, 1989, Proceedings
3D Visual Information from Vanishing Points1989Bellutta P; Collini G; Verri Alessandro; Torre V.WORKSHOP ON INTERPRETATION OF 3D SCENES WORKSHOP ON INTERPRETATION OF 3D SCENES
Constraints for the Computation of Optical Flow1989Girosi F; Verri Alessandro; Torre V.IEEE Workshop on Visual Motion, Irvine CA, USA, March 20-22, 1989, Proceedings
Mathematical Properties of the 2D Motion Field: from Singular Points to Motion Parameters1989Verri Alessandro; Girosi F; Torre V.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION
Motion Field and Optical Flow: Qualitative Properties1989Verri Alessandro; Poggio T.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Some Perspective Projection Invariants1988Verri Alessandro; Yuille A.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE
A Computational Approach to Motion Perception1988Uras S; Girosi F; Verri Alessandro; Torre V.BIOLOGICAL CYBERNETICS
Generalized Eulerian numbers and the topology of the Hessenberg variety of a matrix1988DE MARI CASARETO DAL VERME Filippo; M. A. ShaymanACTA APPLICANDAE MATHEMATICAE
Qualitative Information in the Optical Flow1987Verri Alessandro; Poggio T.DARPA Image Understanding Workshop
Against Quantitative Optical Flow1987Verri Alessandro; Poggio T.1st International Conference on Computer Vision, London, UK, June 8-11, 1987, Proceedings
On the topology of the Hessenberg varieties of a matrix1987DE MARI CASARETO DAL VERME FilippoTesi di PhD
Absolute Depth Estimate in Stereopsis1986Verri Alessandro; Torre V.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS AND IMAGE SCIENCE
Stereo Accuracy for Robotics1986Torre V; Verri Alessandro; Fiumicelli A.3rd International Symposium on Robotic Research, Gouvieux, France, October 7-11, 1985, Proceedings
Regularization Theory and Shape Constraints1986Verri Alessandro; Poggio T.AI Memo 916, Massachusetts Institute of Technology, Cambridge, MA
3D Reconstruction of Silhouettes1984Sandini Giulio; Straforini M; Torre V; Verri Alessandro4th International Conference on Robot Vision and Sensory Controls, London, UK, October 9-11, 1984, Proceedings
Metodo e sistema di user-centered design per strutturazione ed aggiornamento automatico di contenuti informativi2019Barla Annalisa; Vian Andrea; Nunzi Simone
Development of statistical and computational methods to estimate functional connectivity and topology in large-scale neuronal assemblies2018Pastore VITO PAOLO