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Title Year Author Venue
Introducing Temporal Correlation in Rainfall and Wind Prediction From Underwater Noise 2023 A Trucco A Barla R Bozzano S Pensieri A Verri David Solarna IEEE JOURNAL OF OCEANIC ENGINEERING
GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition 2023 E Nicora VP Pastore N Noceti International Conference on Image Analysis and Processing - ICIAP 2023
Food Image Classification: The Benefit of In-Domain Transfer Learning 2023 L Touijer VP Pastore F Odone International Conference on Image Analysis and Processing - ICIAP 2023
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles 2023 VP Pastore PD Alfano A Oke S Capponi D Eltanan X Woodruff-Madeira A Nguyen J Carol Fung S Bianco International Conference on Image Analysis and Processing - ICIAP 2023
Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees 2023 E Caldarelli A Chatalic A Colomé L Rosasco C Torras 7th Conference on Robot Learning (CoRL 2023), Atlanta, USA
Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development 2023 G Parodi M Brofiga VP Pastore M Chiappalone S Martinoia Journal of Neural Engineering 20 (2023)
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection 2023 R Turrisi A Verri A Barla ArXiv Preprint
Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks 2023 D Pretolesi D Garbarino D Giampaoli A Vian A Barla IEEE Transactions on Emerging Topics in Computing
Horocyclic harmonic Bergman spaces on homogeneous trees 2023 F De Mari M Monti E Rizzo ArXiv Preprint
Harmonic Bergman projectors on homogeneous trees 2023 F De Mari M Monti M Vallarino Potential Analysis
Assumption violations in causal discovery and the robustness of score matching 2023 F Montagna AA Mastakouri E Eulig N Noceti L Rosasco D Janzing B Aragam F Locatello ArXiv Preprint
Shortcuts for causal discovery of nonlinear models by score matching 2023 F Montagna L Rosasco N Noceti F Locatello ArXiv Preprint
A structured prediction approach for robot imitation learning 2023 Duan A Batzianoulis I Camoriano R Rosasco L Pucci D Billard A The International Journal of Robotics Research. 2023;0(0)
Knowledge distillation for efficient standard scanplane detection of fetal ultrasound 2023 J Dapueto L Zini F Odone Medical & Biological Engineering & Computing, 2023
Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems 2023 H Kleikamp M Lazar C Molinari ArXiv Preprint
An efficient deep learning approach to identify dynamics in in vitro neural networks 2023 VP Pastore G Parodi M Brofiga P Massobrio M Chiappalone F Odone S Martinoia Arinex, EMBC
The five gradients inequality on differentiable manifolds 2023 S Di Marino S Murro E Radici ArXiv Preprint
Efficient unsupervised learning of biological images with compressed deep features 2023 VP Pastore M Ciranni S Bianco JC Fung V Murino F Odone Image and Vision Computing, Volume 137
Variance reduction techniques for stochastic proximal point algorithms 2023 C Traoré V Apidopoulos S Salzo S Villa ArXiv Preprint
An Automatic Tool Performing Functional Analysis in MR Urography in Children 2023 E Vincenzi A Fantazzini M Gulino S Manini A Verri F Odone L Basso M B Damasio C Basso 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023, pp. 845-851
In-domain versus out-of-domain transfer learning in plankton image classification 2023 A Maracani VP Pastore L Natale L Rosasco F Odone Scientific Reports, 2023
Estimating Koopman operators with sketching to provably learn large scale dynamical systems 2023 G Meanti A Chatalic V Kostic P Novelli M Pontil L Rosasco ArXiv Preprint
Compressed sensing for inverse problems and the sample complexity of the sparse Radon transform 2023 GS Alberti A Felisi M Santacesaria SI Trapasso ArXiv Preprint
View-to-Label: Multi-View Consistency for Self-Supervised 3D Object Detection 2023 I Mouawad N Brasch F Manhardt F Tombari F Odone ArXiv Preprint
Zeroth-order optimization with orthogonal random directions 2023 D Kozak C Molinari L Rosasco L Tenorio S Villa Mathematical Programming 199 (1-2), 1179-1219
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization 2023 M Rando C Molinari L Rosasco S Villa ArXiv Preprint
Regularization properties of dual subgradient flow 2023 V Apidopoulos C Molinari L Rosasco S Villa ArXiv Preprint
AdaBiM: An adaptive proximal gradient method for structured convex bilevel optimization 2023 P Latafat A Themelis S Villa P Patrinos ArXiv Preprint
An overview of data integration in neuroscience with focus on Alzheimer's Disease 2023 R Turrisi M Squillario G Abate D Uberti A Barla IEEE Journal of Biomedical and Health Informatics
Snacks: a fast large-scale kernel SVM solver 2023 S Tanji A Della Vecchia F Glineur S Villa ArXiv Preprint
Uncertainty-aware Gaze Tracking for Assisted Living Environments 2023 P Her L Manderle P A Dias H Medeiros F Odone IEEE Transactions on Image Processing
Automatic Video Analysis and Classification of Sleep‐related Hypermotor seizures and Disorders of Arousal 2023 M Moro V P Pastore G Marchesi P Proserpio L Tassi A Castelnovo M Manconi G Nobile R Cordani S A. Gibbs F Odone M Casadio , et al. Epilepsia
Manifold Learning by Mixture Models of VAEs for Inverse Problems 2023 GS Alberti J Hertrich M Santacesaria S Sciutto ArXiv Preprint
Fast kernel methods for Data Quality Monitoring as a goodness-of-fit test 2023 G Grosso N Lai M Letizia J Pazzini M Rando L Rosasco A Wulzer M Zanetti ArXiv Preprint
Universal diagonal estimates for minimizers of the Levy-Lieb functional 2023 S. Di Marino A. Gerolin L. Nenna ArXiv Preprint
Differences in spore size and atmospheric survival shape stark contrasts in the dispersal dynamics of two closely related fungal pathogens 2023 J Golan D Lagomarsino Oneto S Ding R Kessenich M Sandler T A. Rush D Levitis A Gevens A Seminara A Pringle Fungal Ecology 66:101298
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors 2023 GM Caddeo A Maracani PD Alfano NA Piga L Rosasco L Natale ArXiv Preprint
Kinematic primitives in action similarity judgments: A human-centered computational model 2023 V Nair P Hemeren A Vignolo N Noceti E Nicora A Sciutti F Rea E Billing M Bhatt F Odone G Sandini IEEE Transactions on Cognitive and Developmental Systems
A Grasp Pose is All You Need: Learning Multi-fingered Grasping with Deep Reinforcement Learning from Vision and Touch 2023 F Ceola E Maiettini L Rosasco L Natale ArXiv Preprint
Physics informed machine learning for wind speed prediction 2023 D Lagomarsino-Oneto G Meanti N Pagliana A Verri A Mazzino L Rosasco A Seminara Energy, Volume 268, 2023, 126628
Iterative regularization in classification via hinge loss diagonal descent 2023 V Apidopoulos T Poggio L Rosasco S Villa ArXiv Preprint
Identification of Unknown Genomes and Closest Known Genomes 2022 VP Pastore M Kunitomi S Bianco US Patent App. 17/321,371, 2022
Scalable Causal Discovery with Score Matching 2022 F Montagna N Noceti L Rosasco K Zhang F Locatello NeurIPS 2022 Workshop on Score-Based Methods
Implicit regularization with strongly convex bias: stability and acceleration 2022 S Villa S Matet BC Vũ L Rosasco Analysis and Applications, 1-27, 2022
Semantic Learning in a Federated Learning Sytem 2022 V Pastore Y Zhou N Baracaldo Angel A Anwar S Bianco US Patent App. 17/818,132, 2022
Real time Vehicle Color Recognition on a budget: an investigation on the usage of CNN architectures 2022 S Campisi L Colombini A Lovato F Odone N Noceti 2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2022, pp. 1-8
Learning new physics efficiently with nonparametric methods 2022 M Letizia G Losapio M Rando G Grosso A Wulzer M Pierini M Zanetti L Rosasco The European Physical Journal C 82 (10), 879
Reproducibility in Activity Recognition Based on Wearable Devices: a Focus on Used Datasets 2022 A Fasciglione M Leotta A Verri 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022, pp. 3178-3185
From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach 2022 E Maiettini A Maracani R Camoriano G Pasquale V Tikhanoff L Rosasco L Natale 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)
Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods 2022 PD Alfano VP Pastore L Rosasco F Odone ArXiv Preprint
Efficient Unsupervised Learning for Plankton Images 2022 PD Alfano M Rando M Letizia F Odone L Rosasco VP Pastore ArXiv Preprint
A Deep Learning Approach to Correlate Cellular Morphology and Genetics 2022 VP Pastore S Bianco W Marshall US Patent App. 17/175,495, 2022
Optimal transport with nonlinear mobilities: a deterministic particle approximation result 2022 S Di Marino L Portinale E Radici ArXiv Preprint
Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs 2022 E Magnani N Krämer R Eschenhagen L Rosasco P Hennig ArXiv Preprint
Robots with Different Embodiments Can Express and Influence Carefulness in Object Manipulation 2022 L Lastrico L Garello F Rea N Noceti F Mastrogiovanni A Sciutti A Carfì ArXiv Preprint
Harmonic Bergman projectors and Calderón-Zygmund theory on homogeneous trees 2022 F De Mari M Monti M Vallarino Research Gate
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot 2022 F Ceola E Maiettini G Pasquale G Meanti L Rosasco ArXiv Preprint
Stochastic Zeroth order Descent with Structured Directions 2022 Rando M Molinari C Villa S Rosasco L ArXiv Preprint
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection 2022 Mouawad I Brasch N Manhardt F Tombari F Odone F ArXiv Preprint
Compounding Approaches for Wind Prediction From Underwater Noise by Supervised Learning 2022 Trucco A Barla A Bozzano R Fava E Pensieri S Verri A Solarna D IEEE Journal of Oceanic Engineering
Localized adversarial artifacts for compressed sensing MRI 2022 Alaifari R Alberti GS Gauksson T ArXiv Preprint
FasterVideo: Efficient Online Joint Object Detection And Tracking 2022 Mouawad I Odone F ArXiv Preprint
An Anomaly Detection Approach for Plankton Species Discovery 2022 Pastore VP N Megiddo S Bianco Image Analysis and Processing – ICIAP 2022: 21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part IIMay 2022 Pages 599–609
Exploring the Use of Efficient Projection Kernels for Motion Saliency Estimation 2022 Nicora E Noceti N Image Analysis and Processing – ICIAP 2022: 21st International Conference, Lecce, Italy, May 23–27, 2022, Proceedings, Part IIIMay 2022 Pages 158–169
AdaTask: Adaptive Multitask Online Learning 2022 Laforgue P Della Vecchia A Cesa-Bianchi N Rosasco L ArXiv Preprint
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces 2022 V Kostic P Novelli A Maurer C Ciliberto Rosasco L M Pontil ArXiv Preprint
Continuous Generative Neural Networks 2022 Alberti GS Santacesaria M S Sciutto ArXiv Preprint
Harmonic Bergman spaces and Bergman projectors on homogeneous trees 2022 De Mari F M Monti M Vallarino ArXiv Preprint
Continuous Generative Neural Networks 2022 G S Alberti Santacesaria M S Sciutto ArXiv Preprint
Volatile organic compound detection and classification 2022 Pastore VP S Bianco N Megiddo A Fasoli A Adebiyi M Abdi A Mannari LD Bozano US Patent App. 17/079,684
Fast iterative regularization by reusing data 2022 C Vega C Molinari Rosasco L Villa S ArXiv Preprint
AI-based component management system for structured content creation, annotation, and publication. 2022 Barla A Cuneo M Nunzi SR Paniati G Vian A 5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems
Physics Informed Shallow Machine Learning for Wind Speed Prediction 2022 D Lagomarsino-Oneto G Meanti N Pagliana Verri A A Mazzino Rosasco L Seminara A ArXiv Preprint
Attributed Graphettes-Based Preterm Infants Motion Analysis 2022 D Garbarino M Moro C Tacchino P Moretti M Casadio Odone F Barla A Complex Networks & Their Applications X
Semantic learning in a federated learning system 2022 Pastore VP Y Zhou NB Angel A Anwar S BIANCO US Patent App. 17/022,140
Synthesis and Execution of Communicative Robotic Movements with Generative Adversarial Networks 2022 L Lastrico L Garello A Sciutti Noceti N F Mastrogiovanni F Rea ArXiv Preprint
Phenotype to genotype mapping using supervised and unsupervised learning 2022 Pastore VP A Oke S Capponi D Elnatan J Fung S Bianco bioRxiv
Grand-Canonical Optimal Transport 2022 Di Marino S M Lewin L Nenna ArXiv Preprint
Markerless vs. Marker-Based Gait Analysis: A Proof of Concept Study 2022 M Moro G Marchesi F Hesse Odone F M Casadio ArXiv Preprint
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection 2022 Mouawad I N Brasch F Manhardt F Tombari Odone F ArXiv Preprint
Cross-view action recognition with small-scale datasets 2022 G Goyal Noceti N Odone F Image and Vision Computing
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression 2022 G Meanti L Carratino De Vito E Rosasco L Proceedings of The 25th International Conference on Artificial Intelligence and Statistics
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times 2022 D Calandriello L Carratino A Lazaric M Valko Rosasco L ArXiv Preprint
Nystr\" om Kernel Mean Embeddings 2022 A Chatalic N Schreuder A Rudi Rosasco L ArXiv Preprint
Iterative regularization for low complexity regularizers 2022 C Molinari M Massias Rosasco L Villa S ArXiv Preprint
Multiclass learning with margin: exponential rates with no bias-variance trade-off 2022 S Vigogna G Meanti De Vito E Rosasco L ArXiv Preprint
An elementary analysis of ridge regression with random design 2022 J Mourtada Rosasco L ArXiv Preprint
Fast approximation of orthogonal matrices and application to PCA 2022 C Rusu Rosasco L Signal Processing
ADHERENT: Learning Human-like Trajectory Generators for Whole-body Control of Humanoid Robots 2022 P.M. Viceconte R. Camoriano G. Romualdi D. Ferigo S. Dafarra S. Traversaro G. Oriolo L. Rosasco D. Pucci IEEE Robotics and Automation Letters
Convergence of an Asynchronous Block-Coordinate Forward-Backward Algorithm for Convex Composite Optimization 2022 C. Traoré S. Salzo S. Villa ArXiv preprint
Neural networks for classification of strokes in electrical impedance tomography on a 3d head model 2022 Candiani V. Santacesaria M. Mathematics In Engineering
Continuous wavelet frames on the sphere: The group-theoretic approach revisited 2022 Dahlke S. De Mari F. De Vito E. Hansen M. Hasannasab M. Quellmalz M. Steidl G. Teschke G. Applied and Computational Harmonic Analysis
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty 2022 G Cantarini FF Tomenotti Noceti N Odone F WACV 2022
Optimal Transport losses and Sinkhorn algorithm with general convex regularization\n 2022 Di Marino S A Gerolin ArXiv Preprint
Optimal distributed control of linear parabolic equations by spectral decomposition 2021 M Lazar C Molinari Optimal Control Applications and Methods
Inexact and stochastic generalized conditional gradient with augmented Lagrangian and proximal step 2021 J Fadili C Molinari A Silveti-Falls Journal of Nonsmooth Analysis and Optimization
A Stochastic Bregman Primal-Dual Splitting Algorithm for Composite Optimization 2021 A Silveti-Falls C Molinari J Fadili ArXiv Preprint
Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images 2021 M Roy J Kong S Kashyap Pastore VP F Wang KCL Wong V Mukherjee Scientific Reports
Semi-supervised classification of microorganism 2021 Pastore VP S Bianco US Patent Application Pubblication
First order expansion in the semiclassical limit of the Levy-Lieb functional 2021 M Colombo Di Marino S F Stra ArXiv Preprint
Representation theorems for normed modules 2021 Di Marino S D Lučić E Pasqualetto ArXiv Preprint
Salient motion detection and representation using efficient projection kernels 2021 Nicora E Noceti N PERCEPTION
Mean Nystr\" om Embeddings for Adaptive Compressive Learning 2021 A Chatalic L Carratino De Vito E Rosasco L ArXiv Preprint
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions 2021 Carratino L. Vigogna S. Calandriello D. Rosasco L NeurIPS 2021
Learning to predict target location with turbulent odor plumes 2021 N Rigolli N Magnoli Rosasco L Seminara A eLife
Temporal Pattern Detection in Time-Varying Graphical Models 2021 Tomasi F. Tozzo V. Barla A. 25th International Conference on Pattern Recognition (ICPR)
Unitarization of the Horocyclic Radon Transform on Symmetric Spaces 2021 F Bartolucci De Mari F M Monti Birkhäuser, Cham
On The Precision Of Markerless 3d Semantic Features: An Experimental Study On Violin Playing 2021 M Moro M Casadio LA Mrotek R Ranganathan R Scheidt Odone F ICIP 2021
Guest Editorial Assistive Computing Technologies for Human Well-Being 2021 Odone F G Grossi R Lanzarotti H Medeiros Noceti N IEEE Trans. on Emerging Topics in Computing
Proximal Gradient Methods for Machine Learning and Imaging 2021 S Salzo Villa S Harmonic and Applied Analysis
Infinite-dimensional inverse problems with finite measurements 2021 Alberti GS Santacesaria M ArXiv Preprint
Compressed sensing photoacoustic tomography reduces to compressed sensing for undersampled Fourier measurements 2021 Alberti GS P Campodonico Santacesaria M SIAM Journal on Imaging Sciences
Learning the optimal Tikhonov regularizer for inverse problems 2021 G Alberti De Vito E M Lassas L Ratti Santacesaria M NeurIPS 2021
Epigenetic Regulation in Myelodysplastic Syndrome as A Consequence of A MicroRNA Dysregulation 2021 D Avenoso M Squillario Barla A Verri A E Carminati C Nurra E Todisco F Gigli F Bertolini G Gregato C Poletti M Miglino ResearchSquare preprint
Test’n’Mo: a collaborative platform for human testers and intelligent monitoring agents 2021 F Ricca V Mascardi Verri A VORTEX 2021
Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis 2021 V Tozzo F Ciech D Garbarino Verri A KDD 2021
Unitarization of the Horocyclic Radon Transform on Homogeneous Trees 2021 Bartolucci F. De Mari F. Monti M. Journal of Fourier Analysis and Applications
Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models 2021 Marconi G.M. Camoriano R. Rosasco L. Ciliberto C. IEEE Robotics and Automation Letters
Reproducing kernel Hilbert spaces on manifolds: Sobolev and diffusion spaces 2021 De Vito E. Mücke N. Rosasco L. Analysis and Applications
Keypoint-based gaze tracking 2021 P Her L Manderle PA Dias H Medeiros Odone F ICPR 2021
A Video-Based MarkerLess Body Machine Interface: A Pilot Study 2021 M Moro F Rizzoglio Odone F M Casadio ICPR 2021
Where Do We Stand in Regularization for Life Science Studies? 2021 V Tozzo C Azencott S Fiorini E Fava A Trucco Barla A Journal of Computational Biology
Plume dynamics structure the spatiotemporal activity of glomerular networks in the mouse olfactory bulb 2021 SM Lewis L Xu N Rigolli MF Tariq M Stern Seminara A DH Gire Frontiers in Cellular Neuroscience
Alternation emerges as a multi-modal strategy for turbulent odor navigation 2021 N Rigolli G Reddy Seminara A M Vergassola eLife
Turbulence role in the fate of virus-containing droplets in violent expiratory events 2021 ME Rosti M Cavaiola S Olivieri Seminara A A Mazzino PHYSICAL REVIEW RESEARCH
A precise relationship among Buller’s drop, ballistospore, and gill morphologies enables maximum packing of spores within gilled mushrooms 2021 M Iapichino YW Wang S Gentry A Pringle Seminara A Mycologia
Single View Learning in Action Recognition 2021 G Goyal Noceti N Odone F ICPR 2020
Learning dictionaries of kinematic primitives for action classification 2021 A Vignolo Noceti N A Sciutti Odone F G Sandini ICPR 2020
A Study of At-term and Preterm Infants' Motion Based on Markerless Video Analysis 2021 L Garello M Moro C Tacchino F Campone P Durand I Blanchi P Moretti M Casadio Odone F EUSIPCO 2021
Harmonic and Applied Analysis 2021 De Mari F De Vito E Harmonic and Applied Analysis
Predicting Tennis Match Outcomes with Network Analysis and Machine Learning 2021 Bayram F. Garbarino D. Barla A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis 2021 Salzo S. Villa S. Mathematical Programming
On the Emergence of Whole-body Strategies from Humanoid Robot Push-recovery Learning 2021 Ferigo D. Camoriano R. Viceconte P.M. Calandriello D. Traversaro S. Rosasco L. Pucci D. IEEE Robotics and Automation Letters
Multi-scale vector quantization with reconstruction trees 2021 Cecini E. De Vito E. Rosasco L. Information and Inference
Linear Lipschitz and C1 extension operators through random projection 2021 Bruè E. Di Marino S. Stra F. Journal of Functional Analysis
Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE 2021 Alberti G.S. Santacesaria M. Applied and Computational Harmonic Analysis
Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel 2021 De Vito E. Kereta Z. Naumova V. Rosasco L. Vigogna S. Journal of Fourier Analysis and Applications
Adversarial feature refinement for cross-view action recognition 2021 Marsella A. Goyal G. Odone F. Proceedings of the ACM Symposium on Applied Computing
Accelerated iterative regularization via dual diagonal descent 2021 Calatroni L. Garrigos G. Rosasco L. Villa S. SIAM Journal on Optimization
A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis 2021 Trucco A. Bozzano R. Fava E. Pensieri S. Verri A. Barla A. IEEE Journal of Oceanic Engineering
A machine learning approach to optimal Tikhonov regularization I: Affine manifolds 2021 De Vito E. Fornasier M. Naumova V. Analysis and Applications
Regularization: From Inverse Problems to Large-Scale Machine Learning 2021 De Vito E Rosasco L A Rudi Harmonic and Applied Analysis
Asymptotics of ridge (less) regression under general source condition 2021 Richards D. Mourtada J. Rosasco L AISTATS 2021
Regularized ERM on random subspaces 2021 Della Vecchia A. Mourtada J. De Vito E. Rosasco L. AISTATS 2021
Iterative regularization for convex regularizers 2021 Molinari C. Massias M. Rosasco L. Villa S. AISTATS 2021
Constructing fast approximate eigenspaces with application to the fast 2021 Rusu C. Rosasco L. IEEE Transactions on Signal Processing
Fast Object Segmentation Learning with Kernel-based Methods for Robotics 2021 Ceola F. Maiettini E. Pasquale G. Rosasco L. Natale L. ICRA 2021
Iterative regularization for convex regularization 2021 Villa S M Massias C Molinari Rosasco L PROCEEDINGS OF SIMAI 2020+ 21
Generalized conditional gradient with augmented lagrangian for composite minimization 2020 A Silveti-Falls C Molinari J Fadili SIAM Journal on Optimization 30 (4), 2687-2725
Alternating forward–backward splitting for linearly constrained optimization problems 2020 C Molinari J Peypouquet F Roldan Optimization Letters 14 (5), 1071-1088
Embedded system to detect, track and classify plankton using a lensless video microscope 2020 TG Zimmerman Pastore VP SK Biswas S Bianco ArXiv Preprint
Annotation-free learning of plankton for classification and anomaly detection 2020 Pastore VP TG Zimmerman SK Biswas S Bianco Scientific reports
Monitoring Water Quality Using Plankton as Biosensor 2020 Pastore VP T Zimmerman SK Bisvas S Bianco JDREAM. Journal of interDisciplinary REsearch Applied to Medicine
Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies: Statistical and Computational Methods 2020 Pastore VP Springer Nature
Turbulence dictates the fate of virus-containing droplets in violent expiratory events 2020 ME Rosti M Cavaiola S Olivieri Seminara A A Mazzino ArXiv Preprint
Urgent data for COVID-19 are needed for a scientific design of social distancing 2020 ME Rosti S Olivieri M Cavaiola Seminara A A Mazzino ArXiv Preprint
Transplantation induces profound changes in the transcriptional asset of hematopoietic stem cells: Identification of specific signatures using machine learning techniques 2020 Cilloni D. Petiti J. Campia V. Podestà M. Squillario M. Montserrat N. Bertaina A. Sabatini F. Carturan S. Berger M. Saglio F. Bandini G. , et al. Journal of Clinical Medicine
Thresholding gradient methods in Hilbert spaces: Support identification and linear convergence 2020 Garrigos G. Rosasco L. Villa S. ESAIM - Control, Optimisation and Calculus of Variations
The MoCA dataset, kinematic and multi-view visual streams of fine-grained cooking actions 2020 Nicora E. Goyal G. Noceti N. Vignolo A. Sciutti A. Odone F. Scientific Data
The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach 2020 Brichetto G. Monti Bragadin M. Fiorini S. Battaglia M.A. Konrad G. Ponzio M. Pedullà L. Verri A. Barla A. Tacchino A. Neurological Sciences
Temporal pattern detection in time-varying graphical models 2020 Tomasi F. Tozzo V. Barla A. Proceedings - International Conference on Pattern Recognition
Tangible Coding for kids with AI inside 2020 Noceti N. Odone F. Marsella A. Moro M. Nicora E. UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization
Stairway to elders: Bridging space, time and emotions in their social environment for wellbeing 2020 Boccignone G. de’Sperati C. Granato M. Grossi G. Lanzarotti R. Noceti N. Odone F. ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods
Slow Rogaining: An Innovative Teamwork Model for Computer Science Education 2020 Delzanno G. Guerrini G. Mascardi V. Gelati L. Petito V. Vitali F. Ferrando A. Ancona D. Chessa M. Noceti N. Odone F. UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization
Radon transform: Dual pairs and irreducible representations 2020 Alberti G.S. Bartolucci F. Mari F.D. De Vito E. Applied and Numerical Harmonic Analysis
Missing Values in Multiple Joint Inference of Gaussian Graphical Models 2020 V Tozzo D Garbarino Barla A International Conference on Probabilistic Graphical Models
1290-P: Gut Microbiota in New-Onset Pediatric Patients with Type 1 Diabetes: Machine Learning Algorithms to Classify Microorganisms Disease-Linked 2020 G D’ANNUNZIO R Biassoni M Squillario E Ugolotti Barla A G Piccolo N Minuto M Maghnie
Classification of stroke using Neural Networks in Electrical Impedance Tomography 2020 JP Agnelli A Çöl M Lassas R Murthy Santacesaria M S Siltanen Inverse Problems
Modeling Human Motion: A Task at the Crossroads of Neuroscience, Computer Vision and Robotics 2020 Noceti N A Sciutti F Rea Modelling Human Motion. Springer Verlag
Modelling Human Motion 2020 Noceti N A Sciutti F Rea Modelling Human Motion. Springer Verlag
A general framework for consistent structured prediction with implicit loss embeddings 2020 Ciliberto C. Rosasco L. Rudi A. Journal of Machine Learning Research
Gain with no pain: Efficiency of kernel-PCA by Nyström sampling 2020 N Sterge B Sriperumbudur Rosasco L A Rudi International Conference on Artificial Intelligence and Statistics
Hyperbolic manifold regression 2020 G Marconi C Ciliberto Rosasco L International Conference on Artificial Intelligence and Statistics
For interpolating kernel machines, the minimum norm ERM solution is the most stable 2020 A Rangamani Rosasco L T Poggio Center for Brains, Minds and Machines (CBMM)
Timing of fungal spore release dictates survival during atmospheric transport 2020 DL Oneto J Golan A Mazzino A Pringle Seminara A PNAS
Mechanical force-induced morphology changes in a human fungal pathogen 2020 C Puerner N Kukhaleishvili D Thomson S Schaub X Noblin Seminara A M Bassilana R A Arkowitz BMC Biology
Fluid dynamics of COVID-19 airborne infection suggests urgent data for a scientific design of social distancing 2020 ME Rosti S Olivieri M Cavaiola Seminara A A Mazzino Scientific Reports
Near-linear time Gaussian process optimization with adaptive batching and resparsification 2020 D Calandriello L Carratino A Lazaric M Valko Rosasco L International Conference on Machine Learning
Decentralised learning with random features and distributed gradient descent 2020 D Richards P Rebeschini Rosasco L International Conference on Machine Learning
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces 2020 Lin J. Rudi A. Rosasco L. Cevher V. Applied and Computational Harmonic Analysis
On-line object detection: a robotics challenge 2020 Maiettini E. Pasquale G. Rosasco L. Natale L. Autonomous Robots
On the randomised stability constant for inverse problems 2020 Alberti G.S. Capdeboscq Y. Privat Y. Mathematics In Engineering
On an inverse Robin spectral problem 2020 Santacesaria M. Yachimura T. Inverse Problems
Neurally plausible mechanisms for learning selective and invariant representations 2020 Anselmi F. Patel A. Rosasco L. Journal of Mathematical Neuroscience
Near-linear time gaussian process optimization with adaptive batching and resparsification 2020 Calandriello D. Carratino L. Lazaric A. Valko M. Rosasco L. 37th International Conference on Machine Learning, ICML 2020
Multi-parameters Model Selection for Network Inference 2020 Tozzo V. Barla A. Studies in Computational Intelligence
Markerless gait analysis in stroke survivors based on computer vision and deep learning: A pilot study 2020 Moro M. Marchesi G. Odone F. Casadio M. Proceedings of the ACM Symposium on Applied Computing
Learning to Avoid Obstacles With Minimal Intervention Control 2020 Duan A. Camoriano R. Ferigo D. Huang Y. Calandriello D. Rosasco L. Pucci D. Frontiers in Robotics and AI
Kernel methods through the roof: Handling billions of points efficiently 2020 Meanti G. Carratino L. Rosasco L. Rudi A. Advances in Neural Information Processing Systems
Infinitesimal Hilbertianity of Locally CAT (κ) -Spaces 2020 Di Marino S. Gigli N. Pasqualetto E. Soultanis E. Journal of Geometric Analysis
Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked 2020 Biassoni R. Di Marco E. Squillario M. Barla A. Piccolo G. Ugolotti E. Gatti C. Minuto N. Patti G. Maghnie M. d’Annunzio G. Journal of Clinical Endocrinology and Metabolism
Global Lipschitz extension preserving local constants 2020 Di Marino S. Gigli N. Pratelli A. Atti della Accademia Nazionale dei Lincei, Classe di Scienze Fisiche, Matematiche e Naturali, Rendiconti Lincei Matematica e Applicazioni
Gaze estimation for assisted living environments 2020 Dias P.A. Malafronte D. Medeiros H. Odone F. Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020
Faster kriging: Facing high-dimensional simulators 2020 Lu X. Rudi A. Borgonovo E. Rosasco L. Operations Research
Decentralised learning with distributed gradient descent and random features 2020 Richards D. Rebeschini P. Rosasco L. 37th International Conference on Machine Learning, ICML 2020
Convergence of Stochastic Proximal Gradient Algorithm 2020 Rosasco L. Villa S. Vũ B.C. Applied Mathematics and Optimization
Cone-Adapted Shearlets and Radon Transforms 2020 Bartolucci F. De Mari F. De Vito E. Applied and Numerical Harmonic Analysis
Classification of stroke using neural networks in electrical impedance tomography 2020 Agnelli J.P. Cöl A. Lassas M. Murthy R. Santacesaria M. Siltanen S. Inverse Problems
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings 2020 D’Amario V. Arnulfo G. Nobili L. Barla A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Calderón's inverse problem with a finite number of measurements II: independent data 2020 Alberti G.S. Santacesaria M. Applicable Analysis
Boosting car plate recognition systems performances with agile re-Training 2020 Cantarini G. Noceti N. Odone F. 4th International Conference on Image Processing, Applications and Systems, IPAS 2020
An Optimal Transport Approach for the Schrödinger Bridge Problem and Convergence of Sinkhorn Algorithm 2020 Di Marino S. Gerolin A. Journal of Scientific Computing
Action similarity judgment based on kinematic primitives 2020 Nair V. Hemeren P. Vignolo A. Noceti N. Nicora E. Sciutti A. Rea F. Billing E. Odone F. Sandini G. ICDL-EpiRob 2020 - 10th IEEE International Conference on Development and Learning and Epigenetic Robotics
A tumor growth model of Hele-Shaw type as a gradient flow 2020 Di Marino S. Chizat L. ESAIM - Control, Optimisation and Calculus of Variations
A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease 2020 Squillario M. Abate G. Tomasi F. Tozzo V. Barla A. Uberti D. Weiner M.W. Aisen P. Petersen R. Clifford J.R. Jr. Jagust W. , et al. Scientific Reports
A short proof of the infinitesimal Hilbertianity of the weighted Euclidean space 2020 Di Marino S. Lučić D. Pasqualetto E. Comptes Rendus Mathematique
A robust method for statistical testing of empirical power-law distributions 2020 Garbarino D. Tozzo V. Vian A. Barla A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach 2020 M Leotta A Fasciglione Verri A International Conference on Pattern Recognition
Convergence rates of Forward–Douglas–Rachford splitting method 2019 C Molinari J Liang J Fadili Journal of Optimization Theory and Applications 182 (2), 606-639
Gradient conditionnel généralisé et lagrangien augmenté pour la minimisation composite 2019 A Silveti-Falls C Molinari JM Fadili GRETSI
Stereo in-line holographic digital microscope 2019 T Zimmerman N Antipa D Elnatan A Murru S Biswas Pastore VP M Bonani L Waller J Fung G Fenu S Bianco Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVI
High throughput analysis of plankton morphology and dynamic 2019 S Kumar Biswas T Zimmerman L Maini A Adebiyi L Bozano C Brown Pastore VP S Bianco Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII
Establishing the baseline for using plankton as biosensor 2019 Pastore VP T Zimmerman SK Biswas S Bianco Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII
Visual tracking with autoencoder-based maximum a posteriori data fusion 2019 Reznichenko Y. Prampolini E. Siddique A. Medeiros H. Odone F. Proceedings - International Computer Software and Applications Conference
Visual computing methods for assessing the well-being of older people 2019 Martini C. Odone F. Noceti N. Chessa M. Barla A. Verri A. Cella A. Pilotto A. Rollandi G.A. Communications in Computer and Information Science
Unitarization and inversion formulae for the radon transform between dual pairs 2019 Alberti G.S. Bartolucci F. De Mari F. De Vito E. SIAM Journal on Mathematical Analysis
Towards the internet of safe and intelligent postal+ things 2019 Ancona M. Mascardi V. Noceti N. Odone F. Ahsen W. Scribellito A. CEUR Workshop Proceedings
Towards a real time obstacle detection system for unmanned surface vehicles 2019 Sorial M. Mouawad I. Simetti E. Odone F. Casalino G. OCEANS 2019 MTS/IEEE Seattle, OCEANS 2019
The Radon transform intertwines wavelets and shearlets 2019 Bartolucci F. De Mari F. De Vito E. Odone F. Applied and Computational Harmonic Analysis
The effects of data sources: A baseline evaluation of the MoCA dataset 2019 Nicora E. Goyal G. Noceti N. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Symmetry-adapted representation learning 2019 Anselmi F. Evangelopoulos G. Rosasco L. Poggio T. Pattern Recognition
Secondary somatic mutations in g-protein-related pathways and mutation signatures in Uveal melanoma 2019 Piaggio F. Tozzo V. Bernardi C. Croce M. Puzone R. Viaggi S. Patrone S. Barla A. Coviello D. Jager M.J. Van Der Velden P.A. Zeschnigk M. , et al. Cancers
Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network 2019 Fiorini S. Hajati F. Barla A. Girosi F. PLoS ONE
Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring 2019 C Patrone A Cella C Martini S Pericu R Femia Barla A C Porfirione M Puntoni N Veronese Odone F N Casiddu G A Rollandi , et al. Geriatric Care
Mechanics of filamentous growth in soft materials 2019 N Bruot N Kukhaleishvili C Puerner D Thompson Seminara A M Bassilana R Arkowitz X Noblin APS March Meeting Abstracts
Mycofluidics: the fluid mechanics of fungal adaptation 2019 M Roper Seminara A Annual Review of Fluid Mechanics
Secretory vesicle clustering in fungal filamentous cells does not require directional growth 2019 PM Silva C Puerner Seminara A M Bassilana RA Arkowitz Cell Reports
Next Generation Sequencing and Microrna Assay in a Cohort of Patients Affected By Myelodysplastic Syndromes. an Analysis of Clinical and Genotypic Features 2019 D Avenoso M Squillario Barla A Verri A E Carminati C Nurra E Todisco F Gigli G Gregato C Poletti F Bertolini G J Mufti , et al.
Gaussian process optimization with adaptive sketching: Scalable and no regret 2019 D Calandriello L Carratino A Lazaric M Valko Rosasco L Conference on Learning Theory
Generalization Puzzles in Deep Networks 2019 Q Liao B Miranda Rosasco L A Banburski R Liang J Hidary T Poggio
Are we done with object recognition? The iCub robot’s perspective 2019 Pasquale G. Ciliberto C. Odone F. Rosasco L. Natale L. Robotics and Autonomous Systems
Uncovering the genetic hereditable component of late onset Alzheimer’s disease through the analysis of GWA data 2019 M Squillario F Tomasi V Tozzo Barla A D Uberti F1000Research
Combining the Runge approximation and the Whitney embedding theorem in hybrid imaging 2019 Alberti GS Y Capdeboscq International Mathematics Research Notices
Similarity judgments of hand-based actions: From human perception to a computational model 2019 P Hemeren V Nair Nicora E A Vignolo Noceti N Odone F F Rea G Sandini A Sciutti 42nd European Conference on Visual Perception (ECVP)
The role of ego vision in view-invariant action recognition 2019 G Goyal Noceti N Odone F A Sciutti ArXiv preprint
Note on Calderón's inverse problem for measurable conductivities 2019 Santacesaria M ArXiv preprint
Positive technology for elderly well-being: A review 2019 Grossi G. Lanzarotti R. Napoletano P. Noceti N. Odone F. Pattern Recognition Letters
On the atomic decomposition of coorbit spaces with non-integrable kernel 2019 Dahlke S. De Mari F. De Vito E. Sawatzki L. Steidl G. Teschke G. Voigtlaender F. Applied and Numerical Harmonic Analysis
Note on calderón’s inverse problem for measurable conductivities 2019 Santacesaria M. Inverse Problems and Imaging
New characterizations of Sobolev metric spaces 2019 Di Marino S. Squassina M. Journal of Functional Analysis
Monte Carlo wavelets: A randomized approach to frame discretization 2019 Kereta Z. Vigogna S. Naumova V. Rosasco L. De Vito E. 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019
Learning to Sequence Multiple Tasks with Competing Constraints 2019 Duan A. Camoriano R. Ferigo D. Huang Y. Calandriello D. Rosasco L. Pucci D. IEEE International Conference on Intelligent Robots and Systems
Implicit regularization of accelerated methods in hilbert spaces 2019 Pagliana N. Rosasco L. Advances in Neural Information Processing Systems
Icing: Large-scale inference of immunoglobulin clonotypes 2019 Tomasi F. Squillario M. Verri A. Bagnara D. Barla A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Human Motion Understanding for Selecting Action Timing in Collaborative Human-Robot Interaction 2019 Rea F. Vignolo A. Sciutti A. Noceti N. Frontiers in Robotics and AI
How do implementation bugs affect the results of machine learning algorithms? 2019 Leotta M. Ricca F. Olianas D. Noceti N. Proceedings of the ACM Symposium on Applied Computing
Genuine personality recognition from highly constrained face images 2019 Anselmi F. Noceti N. Rosasco L. Ward R. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Essential Spectrum for Maxwell’s Equations 2019 Alberti G.S. Brown M. Marletta M. Wood I. Annales Henri Poincare
Dynamic spike superresolution and applications to ultrafast ultrasound imaging 2019 Alberti G.S. Ammari H. Romero F. Wintz T. SIAM Journal on Imaging Sciences
Discrete Changes in Glucose Metabolism Define Aging 2019 Ravera S. Podestà M. Sabatini F. Dagnino M. Cilloni D. Fiorini S. Barla A. Frassoni F. Scientific Reports
Different features of tumor-associated NK cells in patients with low-grade or high-grade peritoneal carcinomatosis 2019 Pesce S. Belgrano V. Greppi M. Carlomagno S. Squillario M. Barla A. Della Chiesa M. Di Domenico S. Mavilio D. Moretta L. Candiani S. Sivori S. , et al. Frontiers in Immunology
Continuity of multimarginal optimal transport with repulsive cost 2019 Colombo M. Di Marino S. Stra F. SIAM Journal on Mathematical Analysis
Constrained DMPs for Feasible Skill Learning on Humanoid Robots 2019 Duan A. Camoriano R. Ferigo D. Calandriello D. Rosasco L. Pucci D. IEEE-RAS International Conference on Humanoid Robots
Cancer mutational signatures identification with sparse dictionary learning 2019 Tozzo V. Barla A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Beating SGD saturation with tail-averaging and minibatching 2019 Mücke N. Neu G. Rosasco L. Advances in Neural Information Processing Systems
Adenine: A HPC-Oriented Tool for Biological Data Exploration 2019 Barla A
CALDERÓN'S INVERSE PROBLEM with A FINITE NUMBER of MEASUREMENTS 2019 Alberti G.S. Santacesaria M. Forum of Mathematics, Sigma
An entropy minimization approach to second-order variational mean-field games 2019 Benamou J.-D. Carlier G. Di Marino S. Nenna L. Mathematical Models and Methods in Applied Sciences
Adenine: A HPC-oriented tool for biological data exploration 2019 Fiorini S. Tomasi F. Squillario M. Barla A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ADEF: An iterative algorithm to construct adversarial deformations 2019 Alaifari R. Gauksson T. Alberti G.S. 7th International Conference on Learning Representations, ICLR 2019
A Weakly Supervised Strategy for Learning Object Detection on a Humanoid Robot 2019 Maiettini E. Pasquale G. Tikhanoff V. Rosasco L. Natale L. IEEE-RAS International Conference on Humanoid Robots
Generalization properties of doubly stochastic learning algorithms 2018 Lin J. Rosasco L. Journal of Complexity
SPICODYN: a toolbox for the analysis of neuronal network dynamics and connectivity from multi-site spike signal recordings 2018 Pastore VP A Godjoski S Martinoia P Massobrio Neuroinformatics
Identification of excitatory-inhibitory links and network topology in large-scale neuronal assemblies from multi-electrode recordings 2018 Pastore VP P Massobrio A Godjoski S Martinoia PLoS computational biology
View-invariant robot adaptation to human action timing 2018 Noceti N. Odone F. Rea F. Sciutti A. Sandini G. Advances in Intelligent Systems and Computing
The entropic regularization of the monge problem on the real line 2018 Di Marino S. Louet J. SIAM Journal on Mathematical Analysis
Statistical and computational trade-offs in kernel K-means 2018 Calandriello D. Rosasco L. Advances in Neural Information Processing Systems
Speeding-Up Object Detection Training for Robotics with FALKON 2018 Maiettini E. Pasquale G. Rosasco L. Natale L. IEEE International Conference on Intelligent Robots and Systems
Sparse multiple kernel learning: Support identification via mirror stratifiability 2018 Garrigos G. Rosasco L. Villa S. European Signal Processing Conference
Space–Time Signal Analysis and the 3D Shearlet Transform 2018 Malafronte D. De Vito E. Odone F. Journal of Mathematical Imaging and Vision
Solving ℓp-norm regularization with tensor kernels 2018 Salzo S. Suykens J.A.K. Rosasco L. International Conference on Artificial Intelligence and Statistics, AISTATS 2018
Regularized learning schemes in feature Banach spaces 2018 Combettes P.L. Salzo S. Villa S. Analysis and Applications
Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT 2018 Beretta E. Micheletti S. Perotto S. Santacesaria M. Journal of Computational Physics
Propagation and recovery of singularities in the inverse conductivity problem 2018 Greenleaf A. Lassas M. Santacesaria M. Siltanen S. Uhlmann G. Analysis and PDE
Lagrangian Penalization Scheme with Parallel Forward–Backward Splitting 2018 C Molinari J Peypouquet Journal of Optimization Theory and Applications 177 (2), 413-447
New miRNA signature heralds human NK cell subsets at different maturation steps: Involvement of miR-146a-5p in the regulation of KIR expression 2018 Pesce S. Squillario M. Greppi M. Loiacono F. Moretta L. Moretta A. Sivori S. Castagnola P. Barla A. Candiani S. Marcenaro E. Frontiers in Immunology
Modified Fejér sequences and applications 2018 Lin J. Rosasco L. Villa S. Zhou D.-X. Computational Optimization and Applications
Manifold structured prediction 2018 Rudi A. Ciliberto C. Marconi G.M. Rosasco L. Advances in Neural Information Processing Systems
Lectures on elliptic methods for hybrid inverse problems 2018 Alberti G.S. Capdeboscq Y. Cours specialises
Learning with SGD and random features 2018 Carratino L. Rudi A. Rosasco L. Advances in Neural Information Processing Systems
A universal growth limit for circular lichens 2018 Seminara A J Fritz MP Brenner A Pringle J. R. Soc. Interface
A 3-fold kernel approach for characterizing Late Onset Alzheimer’s Disease 2018 M Squillario F Tomasi V Tozzo Barla A D Uberti Alzheimer’s Disease Neuroimaging Initiative ArXiv preprint
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy 2018 V D’Amario F Tomasi V Tozzo G Arnulfo Barla A L Nobili Proceedings of the 3rd Machine Learning for Healthcare Conference
A Learning Theory Approach to a Computationally Efficient Parameter Selection for the Elastic Net 2018 De Vito E Ž Kereta V Naumova Stat
Shearlets as Multi-scale Radon Transforms 2018 De Mari F De Vito E Odone F Sampling Theory in Signal and Image Processing
Smart security: l'integrazione dei sistemi per la sicurezza urbana negli Early Warning Systems 2018 E Di Bella M Corsi Odone F Smart security: l'integrazione dei sistemi per la sicurezza urbana negli Early Warning Systems
IMPARARE AD INSEGNARE IL PENSIERO COMPUTAZIONALE: UN’ESPERIENZA DI VERA ALTERNANZA SCUOLA-LAVORO PRESSO L’UNIVERSITA’DI GENOVA 2018 Barla A B Catania M Chessa G Delzanno G Guerrini V Mascardi Noceti N Odone F Exploring the Micro, Meso and Macro. Proceedings of the European Distance and E-Learning Network 2018 Annual Conference
Towards the Internet of Safe Postal+ Things 2018 W Ahsen M Ancona V Mascardi Noceti N Odone F A Scribellito Transportation Management
Data-driven continuous assessment of frailty in older people 2018 C Martini Barla A Odone F Verri A A Cella GA Rollandi A Pilotto Frontiers in Digital Humanities
Forward-backward splitting for time-varying graphical models 2018 F Tomasi V Tozzo Verri A S Salzo Proceedings of PGM 2018
Theory of deep learning iii: the non-overfitting puzzle 2018 T Poggio K Kawaguchi Q Liao B Miranda Rosasco L X Boix J Hidary H Mhaskar
Solving lp-norm regularization with tensor kernels 2018 S Salzo Rosasco L J Suykens Proceedings of AISTATS 2018
Latent variable time-varying network inference 2018 Tomasi F. Salzo S. Tozzo V. Verri A. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Iterative Regularization via Dual Diagonal Descent 2018 Garrigos G. Rosasco L. Villa S. Journal of Mathematical Imaging and Vision
Hölder regularity for Maxwell’s equations under minimal assumptions on the coefficients 2018 Alberti G.S. Calculus of Variations and Partial Differential Equations
Hey there's DALILA: A dictionary learning library 2018 Tozzo V. D'Amario V. Barla A. OpenAccess Series in Informatics
Guest Editorial A Sense of Interaction in Humans and Robots: From Visual Perception to Social Cognition 2018 Sciutti A. Noceti N. IEEE Transactions on Cognitive and Developmental Systems
A multi-camera system for damage and tampering detection in a postal security framework 2018 Noceti N. Zini L. Odone F. Eurasip Journal on Image and Video Processing
Dirichlet-based Gaussian processes for large-scale calibrated classification 2018 Milios D. Camoriano R. Michiardi P. Rosasco L. Filippone M. Advances in Neural Information Processing Systems
Designing audio-visual tools to support multisensory disabilities 2018 Noceti N. Giuliani L. Sosa-Garciá J. Brayda L. Trucco A. Odone F. Multimodal Behavior Analysis in the Wild: Advances and Challenges.
Designing assistive tools for the market 2018 Chessa M. Noceti N. Martini C. Solari F. Odone F. Computer Vision For Assistive Healthcare
Consistent learning by composite proximal thresholding 2018 Combettes P.L. Salzo S. Villa S. Mathematical Programming
A visual computing approach for estimating the motility index in the frail elder 2018 Martini C. Noceti N. Chessa M. Barla A. Cella A. Rollandi G.A. Pilotto A. Verri A. Odone F. VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
On fast leverage score sampling and optimal learning 2018 Rudi A. Calandriello D. Carratino L. Rosasco L. Advances in Neural Information Processing Systems
Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review 2017 Poggio T. Mhaskar H. Rosasco L. Miranda B. Liao Q. International Journal of Automation and Computing
Visual recognition for humanoid robots 2017 Fanello S.R. Ciliberto C. Noceti N. Metta G. Odone F. Robotics and Autonomous Systems
The complexity of biological motion 2017 Vignolo A. Noceti N. Sciutti A. Rea F. Odone F. Sandini G. 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, ICDL-EpiRob 2016
Stochastic gradient methods for stochastic model predictive control 2017 Themelis A. Villa S. Patrinos P. Bemporad A. 2016 European Control Conference, ECC 2016
Special Issue on: A sense of interaction in humans and robots: From visual perception to social cognition 2017 Sciutti A. Noceti N. IEEE Transactions on Cognitive and Developmental Systems
Shearlets as multi-scale Radon transform 2017 Bartolucci F. De Mari F. De Vito E. Odone F. 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017
Scale Invariant and Noise Robust Interest Points with Shearlets 2017 Duval-Poo M.A. Noceti N. Odone F. De Vito E. IEEE Transactions on Image Processing
Regularized Kernel Algorithms for Support Estimation 2017 Rudi A. De Vito E. Verri A. Odone F. Frontiers in Applied Mathematics and Statistics
Recent progress in shearlet theory: systematic construction of shearlet dilation groups, characterization of wavefront sets, and new embeddings 2017 Alberti G.S. Dahlke S. De Mari F. De Vito E. Führ H. Applied and Numerical Harmonic Analysis
Perimeter as relaxed Minkowski content in metric measure spaces 2017 Ambrosio L. Di Marino S. Gigli N. Nonlinear Analysis, Theory, Methods and Applications
PALLADIO: A parallel framework for robust variable selection in high-dimensional data 2017 Barbieri M. Fiorini S. Tomasi F. Barla A. Proceedings of PyHPC 2016: 6th Workshop on Python for High-Performance and Scientific Computing - Held in conjunction with SC16: The International Conference for High Performance Computing, Networking, Storage and Analysis
Optimal rates for multi-pass stochastic gradient methods 2017 Lin J. Rosasco L. Journal of Machine Learning Research
Multiscale geometric methods for data sets I: Multiscale SVD, noise and curvature 2017 Little A.V. Maggioni M. Rosasco L. Applied and Computational Harmonic Analysis
Mathematical analysis of ultrafast ultrasound imaging 2017 Alberti G.S. Ammari H. Romero F. Wintz T. SIAM Journal on Applied Mathematics
Local spatio-temporal representation using the 3D shearlet transform 2017 Malafronte D. Odone F. De Vito E. 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017
Investigating the use of space-time primitives to understand human movements 2017 Malafronte D. Goyal G. Vignolo A. Odone F. Noceti N. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Investigating natural interaction in augmented reality environments using motion qualities 2017 Chessa M. Noceti N. VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Invariant recognition predicts tuning of neurons in sensory cortex 2017 Mutch J. Anselmi F. Tacchetti A. Rosasco L. Leibo J.Z. Poggio T. Cognitive Science and Technology
Interactive data collection for deep learning object detectors on humanoid robots 2017 Maiettini E. Pasquale G. Rosasco L. Natale L. IEEE-RAS International Conference on Humanoid Robots
"Hands on" visual recognition for visually impaired users 2017 Sosa-García J. Odone F. ACM Transactions on Accessible Computing
Geometric classification of semidirect products in the maximal parabolic subgroup of Sp (2,R) 2017 De Mari F. De Vito E. Vigogna S. Analysis and Applications
Generalization properties of learning with random features 2017 Rudi A. Rosasco L. Advances in Neural Information Processing Systems
FALKON: An optimal large scale kernel method 2017 Rudi A. Carratino L. Rosasco L. Advances in Neural Information Processing Systems
Exploring biological motion regularities of human actions: A new perspective on video analysis 2017 Noceti N. Odone F. Sciutti A. Sandini G. ACM Transactions on Applied Perception
Disjoint sparsity for signal separation and applications to hybrid inverse problems in medical imaging 2017 Alberti G.S. Ammari H. Applied and Computational Harmonic Analysis
Direct inversion from partial-boundary data in electrical impedance tomography 2017 Hauptmann A. Santacesaria M. Siltanen S. Inverse Problems
Detection and description of scale invariant interest points with shearlets 2017 Duval-Poo M.A. Noceti N. Odone F. De Vito E. 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017
Detecting spatio-temporally interest points using the shearlet transform 2017 Malafronte D. Odone F. De Vito E. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Detecting biological motion for human-robot interaction: A link between perception and action 2017 Vignolo A. Noceti N. Rea F. Sciutti A. Odone F. Sandini G. Frontiers Robotics AI
Data-driven strategies for robust forecast of continuous glucose monitoring time-series 2017 Fiorini S. Martini C. Malpassi D. Cordera R. Maggi D. Verri A. Barla A. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Critical Points for Elliptic Equations with Prescribed Boundary Conditions 2017 Alberti G.S. Bal G. Di Cristo M. Archive for Rational Mechanics and Analysis
Coorbit Spaces with Voice in a Fréchet Space 2017 Dahlke S. De Mari F. De Vito E. Labate D. Steidl G. Teschke G. Vigogna S. Journal of Fourier Analysis and Applications
Continuous and discrete frames generated by the evolution flow of the Schrödinger equation 2017 Alberti G.S. Dahlke S. De Mari F. De Vito E. Vigogna S. Analysis and Applications
Consistent multitask learning with nonlinear output relations 2017 Ciliberto C. Rudi A. Rosasco L. Pontil M. Advances in Neural Information Processing Systems
Computational vision for social intelligence 2017 Vignolo A. Sciutti A. Rea F. Noceti N. Odone F. Sandini G. AAAI Spring Symposium - Technical Report
Incremental robot learning of new objects with fixed update time 2017 Camoriano R. Pasquale G. Ciliberto C. Natale L. Rosasco L. Metta G. Proceedings - IEEE International Conference on Robotics and Automation
A First-Order Stochastic Primal-Dual Algorithm with Correction Step 2017 Rosasco L. Villa S. Vũ B.C. Numerical Functional Analysis and Optimization
Unsupervised learning of invariant representations 2016 Anselmi F. Leibo J.Z. Rosasco L. Mutch J. Tacchetti A. Poggio T. Theoretical Computer Science
Uniqueness issues for evolution equations with density constraints 2016 Di Marino S. Meszaros A.R. Mathematical Models and Methods in Applied Sciences
The linearized inverse problem in multifrequency electrical impedance tomography 2016 Alberti G.S. Ammari H. Jin B. Seo J.-K. Zhang W. SIAM Journal on Imaging Sciences
The Geometry of Functions 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
The adiabatic strictly-correlated-electrons functional: Kernel and exact properties 2016 Lani G. Di Marino S. Gerolin A. Van Leeuwen R. Gori-Giorgi P. Physical Chemistry Chemical Physics
Taylor expansions 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Stochastic Forward–Backward Splitting for Monotone Inclusions 2016 Rosasco L. Villa S. Vũ B.C. Journal of Optimization Theory and Applications
Sequences 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Separation of variables 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Retinal image analysis with shearlets 2016 Levet F. Duval-Poo M.A. de Vito E. Odone F. Italian Chapter Conference 2016 - Smart Tools and Apps in Computer Graphics, STAG 2016
Positive-energy D-bar method for acoustic tomography: A computational study 2016 De Hoop M.V. Lassas M. Santacesaria M. Siltanen S. Tamminen J.P. Inverse Problems
Portable and fast text detection 2016 Zini L. Odone F. Machine Vision and Applications
Optimal learning for multi-pass stochastic gradient methods 2016 Lin J. Rosasco L. Advances in Neural Information Processing Systems
On local non-zero constraints in PDE with analytic coefficients 2016 Alberti G.S. Capdeboscq Y. Contemporary Mathematics
On invariance and selectivity in representation learning 2016 Anselmi F. Rosasco L. Poggio T. Information and Inference
Object identification from few examples by improving the invariance of a deep convolutional neural network 2016 Pasquale G. Ciliberto C. Rosasco L. Natale L. IEEE International Conference on Intelligent Robots and Systems
Nytro: When subsampling meets early stopping 2016 Camoriano R. Angles T. Rudi A. Rosasco L. Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016
Numerical series 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Limits of functions 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Miscellaneous 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Measure sweeping processes 2016 Di Marino S. Maury B. Santambrogio F. Journal of Convex Analysis
Maximum, Minimum, Supremum, Infimum 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Manipulation of graphs 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Lower semi-continuity for non-coercive polyconvex integrals in the limit case 2016 De Philippis G. Di Marino S. Focardi M. Proceedings of the Royal Society of Edinburgh Section A: Mathematics
A consistent regularization approach for structured prediction 2016 Ciliberto C. Rudi A. Rosasco L. Advances in Neural Information Processing Systems
Iterative regularization for learning with convex loss functions 2016 Lin J. Rosasco L. Zhou D.-X. Journal of Machine Learning Research
Invertible mappings 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Indefinite and definite integrals 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Incremental semiparametric inverse dynamics learning 2016 Camoriano R. Traversaro S. Rosasco L. Metta G. Nori F. Proceedings - IEEE International Conference on Robotics and Automation
Improper integrals and integral functions 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Holographic embeddings of knowledge graphs 2016 Nickel M. Rosasco L. Poggio T. 30th AAAI Conference on Artificial Intelligence, AAAI 2016
Generalization properties and implicit regularization for multiple passes SGM 2016 Lin J. Camoriano R. Rosasco L. 33rd International Conference on Machine Learning, ICML 2016
First order linear differential equations 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Enabling depth-driven visual attention on the iCub humanoid robot: Instructions for use and new perspectives 2016 Pasquale G. Mar T. Ciliberto C. Rosasco L. Natale L. Frontiers Robotics AI
Differentiable functions 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Different Faces of the Shearlet Group 2016 Dahlke S. De Mari F. De Vito E. Häuser S. Steidl G. Teschke G. Journal of Geometric Analysis
Continuous functions 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Constant coefficient linear differential equations 2016 Baronti M. De Mari F. van der Putten R. Venturi I. UNITEXT - La Matematica per il 3 piu 2
Combining sensory modalities and exploratory procedures to improve haptic object recognition in robotics 2016 Higy B. Ciliberto C. Rosasco L. Natale L. IEEE-RAS International Conference on Humanoid Robots
Biological movement detector enhances the attentive skills of humanoid robot iCub 2016 Vignolo A. Rea F. Noceti N. Sciutti A. Odone F. Sandini G. IEEE-RAS International Conference on Humanoid Robots
An integrated artificial vision framework for assisting visually impaired users 2016 Chessa M. Noceti N. Odone F. Solari F. Sosa-García J. Zini L. Computer Vision and Image Understanding
Adaptive Body Gesture Representation for Automatic Emotion Recognition 2016 Piana S. Stagliańo A. Odone F. Camurri A. ACM Transactions on Interactive Intelligent Systems
Active perception: Building objects' models using tactile exploration 2016 Jamali N. Ciliberto C. Rosasco L. Natale L. IEEE-RAS International Conference on Humanoid Robots
Absence of Critical Points of Solutions to the Helmholtz Equation in 3D 2016 Alberti G.S. Archive for Rational Mechanics and Analysis
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions 2016 Rosasco L. Villa S. Vũ B.C. Optimization
A prototype application for long-time behavior modeling and abnormal events detection 2016 Noceti N. Odone F. VISIGRAPP 2016 - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Multi-frequency acousto-electromagnetic tomography 2016 Alberti G.S. Ammari H. Ruan K. Contemporary Mathematics
The use of representations in applied harmonic analysis 2015 De Mari F. De Vito E. Applied and Numerical Harmonic Analysis
The p-weak gradient depends on p 2015 Di Marino S. Speight G. Proceedings of the American Mathematical Society
The Hour of Code has arrived in Genoa! [L’Ora del Codice è arrivata a Genova!] 2015 Ancona D. Barla A. Catania B. Delzanno G. Guerrini G. Mascardi V. Odone F. Ribaudo M. Mondo Digitale
Structured multi-class feature selection with an application to face recognition 2015 Zini L. Noceti N. Fusco G. Odone F. Pattern Recognition Letters
A Hölder-logarithmic stability estimate for an inverse problem in two dimensions 2015 Santacesaria M. Journal of Inverse and Ill-Posed Problems
On the duality between p-modulus and probability measures 2015 Ambrosio L. Di Marino S. Savaré G. Journal of the European Mathematical Society
On multiple frequency power density measurements II: The full Maxwell's equations 2015 Alberti G.S. Journal of Differential Equations
Object segmentation using independent motion detection 2015 Kumar S. Odone F. Noceti N. Natale L. IEEE-RAS International Conference on Humanoid Robots
Multimarginal optimal transport maps for one-dimensional repulsive costs 2015 Colombo M. De Pascale L. Di Marino S. Canadian Journal of Mathematics
Mean BoF per quadrant: Simple and effective way to embed spatial information in bag of features 2015 Sosa-García J. Odone F. VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings
Less is more: Nyström computational regularization 2015 Rudi A. Camoriano R. Rosasco L. Advances in Neural Information Processing Systems
Learning with incremental iterative regularization 2015 Rosasco L. Villa S. Advances in Neural Information Processing Systems
Learning multiple visual tasks while discovering their structure 2015 Ciliberto C. Rosasco L. Villa S. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Good practices on hand gestures recognition for the design of customized NUI 2015 Malafronte D. Noceti N. VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings
Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm 2015 Masecchia S. Coco S. Barla A. Verri A. Tonini G.P. BMC Medical Genomics
From group representations to signal analysis 2015 Dahlke S. De Mari F. Grohs P. Labate D. Applied and Numerical Harmonic Analysis
Estimating human actions affinities across views 2015 Noceti N. Sciutti A. Rea F. Odone F. Sandini G. VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings
Equality between Monge and Kantorovich multimarginal problems with Coulomb cost 2015 Colombo M. Di Marino S. Annali di Matematica Pura ed Applicata
Enhancing signal discontinuities with shearlets: An application to corner detection 2015 Duval-Poo M.A. Odone F. De Vito E. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Enforcing Local Non-Zero Constraints in PDEs and Applications to Hybrid Imaging Problems 2015 Alberti G.S. Communications in Partial Differential Equations
Edges and Corners With Shearlets 2015 Duval-Poo M.A. Odone F. De Vito E. IEEE Transactions on Image Processing
Discriminative template learning in group-convolutional networks for invariant speech representations 2015 Zhang C. Voinea S. Evangelopoulos G. Rosasco L. Poggio T. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Discovering discrete subword units with binarized autoencoders and hidden-markov-model encoders 2015 Badino L. Mereta A. Rosasco L. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Convex learning of multiple tasks and their structure 2015 Ciliberto C. Mroueh Y. Poggio T. Rosasco L. 32nd International Conference on Machine Learning, ICML 2015
Cognition helps vision: Recognizing biological motion using invariant dynamic cues 2015 Noceti N. Sciutti A. Sandini G. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Characterizing the input-output function of the olfactory-limbic pathway in the Guinea pig 2015 Breschi G.L. Ciliberto C. Nieus T. Rosasco L. Taverna S. Chiappalone M. Pasquale V. Computational Intelligence and Neuroscience
BMTDL for scene modeling on the SBI dataset 2015 Noceti N. Staglianò A. Verri A. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Banknote recognition as a CBIR problem 2015 Sosa-García J. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Advances in dynamic modeling of colorectal cancer signalingnetwork regions, a path toward targeted therapies 2015 Tortolina L. Duffy D.J. Maffei M. Castagnino N. Carmody A.M. Kolch W. Kholodenko B.N. De Ambrosi C. Barla A. Biganzoli E.M. Nencioni A. Patrone F. , et al. Oncotarget
A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes 2015 Fiorini S. Verri A. Tacchino A. Ponzio M. Brichetto G. Barla A. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Online space-variant background modeling with sparse coding 2015 Staglianò A. Noceti N. Verri A. Odone F. IEEE Transactions on Image Processing
3D stereo estimation and fully automated learning of eye-hand coordination in humanoid robots 2015 Fanello S.R. Pattacini U. Gori I. Tikhanoff V. Randazzo M. Roncone A. Odone F. Metta G. IEEE-RAS International Conference on Humanoid Robots
Word-level invariant representations from acoustic waveforms 2014 Voinea S. Zhang C. Evangelopoulos G. Rosasco L. Poggio T. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging 2014 Chiusano G. Staglianò A. Basso C. Verri A. Artificial Intelligence in Medicine
The use of platelet-rich plasma gel in patients with mixed tumour undergoing superficial parotidectomy: A randomized study 2014 Scala M. Mereu P. Spagnolo F. Massa M. Barla A. Mosci S. Forno G. Ingenito A. Strada P. In Vivo
Semi-supervised learning of sparse representations to recognize people spatial orientation 2014 Noceti N. Odone F. 2014 IEEE International Conference on Image Processing, ICIP 2014
Regenerative medicine for the treatment of teno-desmic injuries of the equine. A series of 150 horses treated with platelet-derived growth factors 2014 Scala M. Lenarduzzi S. Spagnolo F. Trapasso M. Ottonello C. Muraglia A. Barla A. Strada P. In Vivo
Quantitative echography in primary uveal melanoma treated by proton beam therapy 2014 Mosci C. Lanza F.B. Mosci S. Barla A. Canadian Journal of Ophthalmology
Reproducing subgroups of Sp(2, ℝ). Part II: Admissible vectors 2014 Alberti G.S. De Mari F. De Vito E. Mantovani L. Monatshefte fur Mathematik
Proximal methods for the latent group lasso penalty 2014 Villa S. Rosasco L. Mosci S. Verri A. Computational Optimization and Applications
Phone classification by a hierarchy of invariant representation layers 2014 Zhang C. Voinea S. Evangelopoulos G. Rosasco L. Poggio T. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
On efficiency and low sample complexity in phase retrieval 2014 Mroueh Y. Rosasco L. IEEE International Symposium on Information Theory - Proceedings
Multiview matching of articulated objects 2014 Zini L. Odone F. Cavallaro A. IEEE Transactions on Circuits and Systems for Video Technology
A machine learning pipeline for identification of discriminant pathways 2014 Barla A. Jurman G. Visintainer R. Squillario M. Filosi M. Riccadonna S. Furlanello C. Springer Handbook of Bio-/Neuroinformatics
Identification of pathway signatures in Parkinson's disease with gene ontology and sparse regularization 2014 Squillario M. Zycinski G. Barla A. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Humans in groups: The importance of contextual information for understanding collective activities 2014 Noceti N. Odone F. Pattern Recognition
Geometrical and computational aspects of Spectral Support Estimation for novelty detection 2014 Rudi A. Odone F. De Vito E. Pattern Recognition Letters
A deep representation for invariance and music classification 2014 Zhang C. Evangelopoulos G. Voinea S. Rosasco L. Poggio T. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Equivalent definitions of BV space and of total variation on metric measure spaces 2014 Ambrosio L. Di Marino S. Journal of Functional Analysis
Emotional charades 2014 Piana S. Staglianò A. Odone F. Camurri A. ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction
Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than lipschitz complex coefficients 2014 Alberti G.S. Capdeboscq Y. SIAM Journal on Mathematical Analysis
Dictionary based pooling for object categorization 2014 Fanello S.R. Noceti N. Metta G. Odone F. VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications
Ask the image: Supervised pooling to preserve feature locality 2014 Fanello S.R. Noceti N. Ciliberto C. Metta G. Odone F. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Alternating proximal regularized dictionary learning 2014 Salzo S. Masecchia S. Verri A. Barla A. Neural Computation
A spectral graph kernel and its application to collective activities classification 2014 Noceti N. Odone F. Proceedings - International Conference on Pattern Recognition
Learning sets with separating kernels 2014 De Vito E. Rosasco L. Toigo A. Applied and Computational Harmonic Analysis
Exploiting global force torque measurements for local compliance estimation in tactile arrays 2014 Ciliberto C. Fiorio L. Maggiali M. Natale L. Rosasco L. Metta G. Sandini G. Nori F. IEEE International Conference on Intelligent Robots and Systems
A compositional approach for 3D arm-hand action recognition 2013 Gori I. Fanello S.R. Odone F. Metta G. 2013 IEEE Workshop on Robot Vision, WORV 2013
Structured multi-class feature selection for effective face recognition 2013 Fusco G. Zini L. Noceti N. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Stability estimates for an inverse problem for the Schrödinger equation at negative energy in two dimensions 2013 Santacesaria M. Applicable Analysis
Reproducing Subgroups of Sp(2,ℝ). Part I: Algebraic Classification 2013 Alberti G.S. Balletti L. De Mari F. De Vito E. Journal of Fourier Analysis and Applications
Regenerative surgery for the definitive repair of chronic ulcers: A series of 34 cases treated with platelet-derived growth factors 2013 Spagnolo F. Trapasso M. Monteghirfo S. Barla A. Scala M. Plastic and Reconstructive Surgery
Precise people counting in real time 2013 Zini L. Noceti N. Odone F. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
Parameter space exploration within dynamic simulations of signaling networks 2013 De Ambrosi C. Barla A. Tortolina L. Castagnino N. Pesenti R. Verri A. Ballestrero A. Patrone F. Parodi S. Mathematical Biosciences and Engineering
One-shot learning for real-time action recognition 2013 Fanello S.R. Gori I. Metta G. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
On the sample complexity of subspace learning 2013 Rudi A. Canas G.D. Rosasco L. Advances in Neural Information Processing Systems
On the impact of learning hierarchical representations for visual recognition in robotics 2013 Ciliberto C. Fanello S.R. Santoro M. Natale L. Metta G. Rosasco L. IEEE International Conference on Intelligent Robots and Systems
On multiple frequency power density measurements 2013 Alberti G.S. Inverse Problems
On learnability, complexity and stability 2013 Villa S. Rosasco L. Poggio T. Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik
What epipolar geometry can do for video-surveillance 2013 Noceti N. Balduzzi L. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
New global stability estimates for the Calderón problem in two dimensions 2013 Santacesaria M. Journal of the Institute of Mathematics of Jussieu
Neural model with particle swarm optimization Kalman learning for forecasting in smart grids 2013 Alanis A.Y. Ricalde L.J. Simetti C. Odone F. Mathematical Problems in Engineering
Multi-class image classification: Sparsity does it better 2013 Fanello S.R. Noceti N. Metta G. Odone F. VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications
Monochromatic reconstruction algorithms for two-dimensional multi-channel inverse problems 2013 Novikov R.G. Santacesaria M. International Mathematics Research Notices
Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas 2013 Mascelli S. Barla A. Raso A. Mosci S. Nozza P. Biassoni R. Morana G. Huber M. Mircean C. Fasulo D. Noy K. Wittemberg G. , et al. BMC Cancer
Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data 2013 Zycinski G. Barla A. Squillario M. Sanavia T. Di Camillo B. Verri A. Source Code for Biology and Medicine
Keep it simple and sparse: Real-time action recognition 2013 Fanello S.R. Gori I. Metta G. Odone F. Journal of Machine Learning Research
ICub world: Friendly robots help building good vision data-sets 2013 Fanello S.R. Ciliberto C. Santoro M. Natale L. Metta G. Rosasco L. Odone F. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Gurls: A least squares library for supervised learning 2013 Tacchetti A. Mallapragada P.K. Rosasco L. Santoro M. Journal of Machine Learning Research
Dictionary learning improves subtyping of breast cancer aCGH data 2013 Masecchia S. Barla A. Salzo S. Verri A. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Background modeling through dictionary learning 2013 Staglianò A. Noceti N. Verri A. Odone F. 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
An extension of Mercer theorem to matrix-valued measurable kernels 2013 De Vito E. Umanità V. Villa S. Applied and Computational Harmonic Analysis
Admissible vectors for mock metaplectic representations 2013 De Mari F. De Vito E. Applied and Computational Harmonic Analysis
Action-based multi-camera synchronization 2013 Zini L. Cavallaro A. Odone F. IEEE Journal on Emerging and Selected Topics in Circuits and Systems
Accelerated and inexact forward-backward algorithms 2013 Villa S. Salzo S. Baldassarre L. Verri A. SIAM Journal on Optimization
A dictionary learning based method for aCGH segmentation 2013 Masecchia S. Salzo S. Barla A. Verri A. ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Nonparametric sparsity and regularization 2013 Rosasco L. Villa S. Mosci S. Santoro M. Verri A. Journal of Machine Learning Research
Novel automated system for magnetic resonance imaging quantification of the inflamed synovial membrane volume in patients with juvenile idiopathic arthritis 2012 Malattia C. Damasio M.B. Basso C. Santoro M. Verri A. Pederzoli S. Mattiuz C. Viola S. Buoncompagni A. Madeo A. Mazzoni M. Rosendahl K. , et al. Arthritis Care and Research
Multiclass learning with simplex coding 2012 Mroueh Y. Poggio T. Rosasco L. Slotine J.-J.E. Advances in Neural Information Processing Systems
Multi-output learning via spectral filtering 2012 Baldassarre L. Rosasco L. Barla A. Verri A. Machine Learning
Learning probability measures with respect to optimal transport metrics 2012 Canas G.D. Rosasco L.A. Advances in Neural Information Processing Systems
Learning manifolds with k-means and k-flats 2012 Canas G.D. Poggio T. Rosasco L.A. Advances in Neural Information Processing Systems
Learning common behaviors from large sets of unlabeled temporal series 2012 Noceti N. Odone F. Image and Vision Computing
Is there sparsity beyond additive models? 2012 Mosci S. Rosasco L. Santoro M. Verri A. Villa S. IFAC Proceedings Volumes (IFAC-PapersOnline)
Inexact and accelerated proximal point algorithms 2012 Salzo S. Villa S. Journal of Convex Analysis
Global stability for the multi-channel Gel'fand-Calderón inverse problem in two dimensions 2012 Santacesaria M. Bulletin des Sciences Mathematiques
Gel'fand-Calderón's inverse problem for anisotropic conductivities on bordered surfaces in ℝ3 2012 Henkin G. Santacesaria M. International Mathematics Research Notices
Effect of size and heterogeneity of samples on biomarker discovery: Synthetic and real data assessment 2012 Di Camillo B. Sanavia T. Martini M. Jurman G. Sambo F. Barla A. Squillario M. Furlanello C. Toffolo G. Cobelli C. PLoS ONE
Dynamic simulations of pathways downstream of TGFβ, Wnt and EGF-family growth factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors 2012 Tortolina L. Castagnino N. De Ambrosi C. Barla A. Verri A. Zoppoli G. Bagnasco L. Piras D. Patrone F. Ballestrero A. Parodi S. SEMA SIMAI Springer Series
A machine learning pipeline for discriminant pathways identification 2012 Barla A. Jurman G. Visintainer R. Squillario M. Filosi M. Riccadonna S. Furlanello C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Convergence analysis of a proximal Gauss-Newton method 2012 Salzo S. Villa S. Computational Optimization and Applications
Consistency of learning algorithms using Attouch-Wets convergence 2012 Villa S. Rosasco L. Mosci S. Verri A. Optimization
Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy 2012 Mosci C. Lanza F.B. Barla A. Mosci S. Hérault J. Anselmi L. Truini M. Ophthalmologica
Combining retrieval and classification for real-time face recognition 2012 Fusco G. Noceti N. Odone F. Proceedings - 2012 IEEE 9th International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2012
All gestures you can: A memory game against a humanoid robot 2012 Gori I. Fanello S.R. Metta G. Odone F. IEEE-RAS International Conference on Humanoid Robots
Adaptive optimization for cross validation 2012 Rudi A. Chiusano G. Verri A. ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
A wind speed neural model with particle swarm optimization Kalman learning 2012 Alanis A.Y. Simetti C. Ricalde L.J. Odone F. World Automation Congress Proceedings
A vision-based navigation facility for planetary entry descent landing 2012 Lanza P. Noceti N. Maddaleno C. Toma A. Zini L. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Discriminant functional gene groups identification with machine learning and prior knowledge 2012 Zycinski G. Squillario M. Barla A. Sanavia T. Verri A. Di Camillo B. ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Using object affordances to improve object recognition 2011 Castellini C. Tommasi T. Noceti N. Odone F. Caputo B. IEEE Transactions on Autonomous Mental Development
Unsupervised video surveillance 2011 Noceti N. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SVS: Data and knowledge integration in computational biology 2011 Zycinski G. Barla A. Verri A. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Spectral clustering with more than K eigenvectors 2011 Rebagliati N. Verri A. Neurocomputing
Some recent advances in multiscale geometric analysis of point clouds 2011 Chen G. Little A.V. Maggioni M. Rosasco L. Applied and Numerical Harmonic Analysis
Relative pose estimation for planetary entry descent landing 2011 Zini L. Odone F. Verri A. Lanza P. Marcer A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PADDLE: Proximal algorithm for dual dictionaries learning 2011 Basso C. Santoro M. Verri A. Villa S. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Kernels for vector-valued functions: A review 2011 Álvarez M.A. Rosasco L. Lawrence N.D. Foundations and Trends in Machine Learning
Global uniqueness and reconstruction for the multi-channel Gel'fand-Calderón inverse problem in two dimensions 2011 Novikov R.G. Santacesaria M. Bulletin des Sciences Mathematiques
Efficient pedestrian detection with group lasso 2011 Zini L. Odone F. Proceedings of the IEEE International Conference on Computer Vision
DCE-MRI analysis using sparse adaptive representations 2011 Chiusano G. Staglianò A. Basso C. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization 2011 De Vito E. Umanit V. Villa S. Journal of Complexity
A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study 2011 Squillario M. Barla A. BMC Medical Genomics
Vector valued reproducing kernel hilbert spaces and universality 2010 Carmeli C. De Vito E. Toigo A. Umanità V. Analysis and Applications
A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients 2010 Fardin P. Barla A. Mosci S. Rosasco L. Verri A. Versteeg R. Caron H.N. Molenaar J.J. Øra I. Eva A. Puppo M. Varesio L. Molecular Cancer
Spectral regularization for support estimation 2010 De Vito E. Rosasco L. Toigo A. Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010
Learning how to grasp objects 2010 Barla A. Baldassarre L. Noceti N. Odone F. Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010
Rigidity of carnot groups relative to multicontact structures 2010 De Mari F. Ottazzi A. Proceedings of the American Mathematical Society
On learning with integral operators 2010 Rosasco L. Belkin M. De Vito E. Journal of Machine Learning Research
On an inverse problem for anisotropic conductivity in the plane 2010 Henkin G. Santacesaria M. Inverse Problems
Mathematics of the neural response 2010 Smale S. Rosasco L. Bouvrie J. Caponnetto A. Poggio T. Foundations of Computational Mathematics
Low-cost face biometry for visually impaired users 2010 Balduzzi L. Fusco G. Odone F. Dini S. Mesiti M. Destrero A. Lovato A. BioMS 2010 - 2010 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, Proceedings
A global stability estimate for the Gel'fand-Calderón inverse problem in two dimensions 2010 Novikov R. Santacesaria M. Journal of Inverse and Ill-Posed Problems
Identification of multiple hypoxia signatures in neuroblastoma cell lines by l1-l2 regularization and data reduction 2010 Fardin P. Cornero A. Barla A. Mosci S. Acquaviva M. Rosasco L. Gambini C. Verri A. Varesio L. Journal of Biomedicine and Biotechnology
Elastic-net regularization: Iterative algorithms and asymptotic behavior of solutions 2010 Umanita V. Villa S. Numerical Functional Analysis and Optimization
Dynamic contrast-enhanced magnetic resonance imaging in the assessment of disease activity in patients with juvenile idiopathic arthritis. 2010 Malattia C. Damasio M.B. Basso C. Verri A. Magnaguagno F. Viola S. Gattorno M. Ravelli A. Tomà P. Martini A. Rheumatology (Oxford, England)
Dimensional upper bounds for admissible subgroups for the metaplectic representation 2010 Cordero E. De Mari F. Nowak K. Tabacco A. Mathematische Nachrichten
An adaptive video surveillance architecture for behavior analysis 2010 Zini L. Noceti N. Odone F. Eurographics Italian Chapter Conference 2010
Adaptive kernel methods using the balancing principle 2010 De Vito E. Pereverzyev S. Rosasco L. Foundations of Computational Mathematics
A regularization approach to nonlinear variable selection 2010 Rosasco L. Santoro M. Mosci S. Verri A. Villa S. Journal of Machine Learning Research
A randomized algorithm for spectral clustering 2010 Rebagliati N. Verri A. Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010
A primal-dual algorithm for group sparse regularization with overlapping groups 2010 Mosci S. Villa S. Verri A. Rosasco L. Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010
Solving structured sparsity regularization with proximal methods 2010 Mosci S. Rosasco L. Santoro M. Verri A. Villa S. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Vector field learning via spectral filtering 2010 Baldassarre L. Rosasco L. Barla A. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Towards a theoretical framework for learning multi-modal patterns for embodied agents 2009 Noceti N. Caputo B. Castellini C. Baldassarre L. Barla A. Rosasco L. Odone F. Sandini G. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
The l1-l2regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines 2009 Fardin P. Barla A. Mosci S. Rosasco L. Verri A. Varesio L. BMC Genomics
Spatio-temporal constraints for on-line 3D object recognition in videos 2009 Noceti N. Delponte E. Odone F. Computer Vision and Image Understanding
Segmentation of inflamed synovia in multi-modal 3D MRI 2009 Basso C. Santoro M. Verri A. Esposito M. Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009
Quantum homodyne tomography as an informationally complete positive-operator-valued measure 2009 Albini P. De Vito E. Toigo A. Journal of Physics A: Mathematical and Theoretical
Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France 2009 Mosci C. Mosci S. Barla A. Squarcia S. Chauvel P. Iborra N. European Journal of Ophthalmology
On invariance in hierarchical models 2009 Bouvrie J. Rosasco L. Poggio T. Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference
Incentive compatibility in kidney exchange problems 2009 Villa S. Patrone F. Health Care Management Science
Improving 3D shape retrieval with SVM 2009 Delponte E. Basso C. Odone F. Puppo E. GRAPP 2009 - Proceedings of the 4th International Conference on Computer Graphics Theory and Applications
Feature selection for high-dimensional data 2009 Destrero A. Mosci S. De Mol C. Verri A. Odone F. Computational Management Science
Entropy conditions for L r -convergence of empirical processes 2009 Caponnetto A. De Vito E. Pontil M. Advances in Computational Mathematics
Elastic-net regularization in learning theory 2009 De Mol C. De Vito E. Rosasco L. Journal of Complexity
Deployment of a regularized feature selection framework on an overlay desktop grid 2009 Barla A. Ferrante M. HiBi09 - 2009 International Workshop on High Performance Computational Systems Biology
Combined motion and appearance models for robust object tracking in real-time 2009 Noceti N. Destrero A. Lovato A. Odone F. 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009
Clinical evaluation of a (1,3)-β-D-glucan assay for presumptive diagnosis of Pneumocystis jiroveci pneumonia in immunocompromised patients 2009 Del Bono V. Mularoni A. Furfaro E. Delfino E. Rosasco L. Miletich F. Viscoli C. Clinical and Vaccine Immunology
A sparsity-enforcing method for learning face features 2009 Destrero A. De Mol C. Odone F. Verri A. IEEE Transactions on Image Processing
A regularized method for selecting nested groups of relevant genes from microarray data 2009 De Mol C. Mosci S. Traskine M. Verri A. Journal of Computational Biology
A regularized framework for feature selection in face detection and authentication 2009 Destrero A. De Mol C. Odone F. Verri A. International Journal of Computer Vision
A note on learning with integral operators 2009 Rosasco L. Belkin M. De Vito E. COLT 2009 - The 22nd Conference on Learning Theory
A classification architecture based on connected components for text detection in unconstrained environments 2009 Zini L. Destrero A. Odone F. 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009
3-SHIRT: Three-dimensional shape indexing and retrieval techniques 2008 Castellani U. Cortelazzo G. Cristani M. Delponte E. Fusiello A. Giachetti A. Mizzaro S. Odone F. Puppo E. Scateni R. Zanuttigh P. 6th Eurographics Italian Chapter Conference 2008 - Proceedings
Spectral algorithms for supervised learning 2008 Lo Gerfo L. Rosasco L. Odone F. De Vito E. Verri A. Neural Computation
Machine learning methods for predictive proteomics 2008 Barla A. Jurman G. Riccadonna S. Merler S. Chierici M. Furlanello C. Briefings in Bioinformatics
Generic well posedness in linear programming 2008 Lucchetti R. Radrizzani P. Villa S. Pacific Journal of Optimization
Vector valued regression for iron overload estimation 2008 Baldassarre L. Barla A. Gianesin B. Marinelli M. Proceedings - International Conference on Pattern Recognition
Algebraic stability indicators for ranked lists in molecular profiling 2008 Jurman G. Merler S. Barla A. Paoli S. Galea A. Furlanello C. Bioinformatics
A method for robust variable selection with significance assessment 2008 Barla A. Mosci S. Rosasco L. Verri A. ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning
Finding structured gene signatures 2008 Mosci S. Verri A. Barla A. Rosasco L. Proceedings - 2008 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW
A grid environment for high-throughput proteomics 2007 Cannataro M. Barla A. Flor R. Jurman G. Merler S. Paoli S. Tradigo G. Veltri P. Furlanello C. IEEE Transactions on Nanobioscience
Spatio-temporal constraints for matching view-based descriptions of 3D objects 2007 Delponte E. Noceti N. Odone F. Verri A. 8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007
Optimal rates for the regularized least-squares algorithm 2007 Caponnetto A. De Vito E. Foundations of Computational Mathematics
On the regularization of sliding modes 2007 Levaggi L. Villa S. SIAM Journal on Optimization
On regularization algorithms in learning theory 2007 Bauer F. Pereverzev S. Rosasco L. Journal of Complexity
On early stopping in gradient descent learning 2007 Yao Y. Rosasco L. Caponnetto A. Constructive Approximation
Fitting 3D morphable models using implicit representations 2007 Basso C. Verri A. GRAPP 2007 - 2nd International Conference on Computer Graphics Theory and Applications, Proceedings
Dimensionality reduction and generalization 2007 Mosci S. Rosasco L. Verri A. ACM International Conference Proceeding Series
Appearance-based 3D object recognition with time-invariant features 2007 Delponte E. Noceti N. Odone F. Verri A. Proceedings - 14th International conference on Image Analysis and Processing, ICIAP 2007
A trainable system for face detection in unconstrained environments 2007 Destrero A. Odone F. Verri A. Proceedings - 14th International conference on Image Analysis and Processing, ICIAP 2007
A system for face detection and tracking in unconstrained environments 2007 Destrero A. Odone F. Verri A. 2007 IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2007 Proceedings
A regularized approach to feature selection for face detection 2007 Destrero A. De Mol C. Odone F. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Support vectors algorithms as regularization networks 2007 Caponnetto A. Rosasco L. Odone F. Verri A. ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks
Analytic features of reproducing groups for the metaplectic representation 2006 Cordero E. De Mari F. Nowak K. Tabacco A. Journal of Fourier Analysis and Applications
Analysis on a local approach to 3D object recognition 2006 Delponte E. Arnaud E. Odone F. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Proteome profiling without selection bias 2006 Barla A. Irler B. Merler S. Jurman G. Paoli S. Furlanello C. Proceedings - IEEE Symposium on Computer-Based Medical Systems
On a variational problem of Ulam 2006 Villa S. IFIP International Federation for Information Processing
Image classification and retrieval with kernel methods 2006 Odone F. Verri A. Kernel Methods in Bioengineering, Signal and Image Processing
Approximability of sliding modes and regularization 2006 Levaggi L. Villa S. Proceedings of the 2006 International Workshop on Variable Structure Systems, VSS'06
Trains of keypoints for 3D object recognition 2006 Arnaud E. Delponte E. Odone F. Verri A. Proceedings - International Conference on Pattern Recognition
Shape categorization using string kernels 2006 Daliri M.R. Delponte E. Verri A. Torre V. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Well-posedness of nonconvex integral functionals 2005 Villa S. SIAM Journal on Control and Optimization
Web tools to support image classification 2005 Odone F. Barla A. Franceschi E. Verri A. Proceedings of SPIE - The International Society for Optical Engineering
SVD-matching using SIFT features 2005 Delponte E. Isgrò F. Odone F. Verri A. Institute of Mathematics and its Applications - Vision, Video and Graphics 2005, VVG 2005
Statistical learning approaches with application to face detection 2005 Franceschi E. Odone F. Verri A. Lecture Notes in Computer Science
Model selection for regularized least-squares algorithm in learning theory 2005 De Vito E. Caponnetto A. Rosasco L. Foundations of Computational Mathematics
Learning, regularization and ill-posed inverse problems 2005 Rosasco L. Caponnetto A. De Vito E. De Giovannini U. Odone F. Advances in Neural Information Processing Systems
Learning from examples as an inverse problem 2005 De Vito E. Rosasco L. Caponnetto A. De Giovannini U. Odone F. Journal of Machine Learning Research
Large baseline matching of scale invariant features 2005 Delponte E. Isgró F. Odone F. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Feature selection with nonparametric statistics 2005 Franceschi E. Odone F. Smeraldi F. Verri A. Proceedings - International Conference on Image Processing, ICIP
Contact and conformal maps in: Parabolic geometry. 2005 Cowling M. De Mari F. Korányi A. Reimann H.M. Geometriae Dedicata
Building kernels from binary strings for image matching 2005 Odone F. Barla A. Verri A. IEEE Transactions on Image Processing
An open system for 3D data acquisition from multiple sensor 2005 Isgrò F. Odone F. Verri A. Proceedings - International Workshop on Computer Architecture for Machine Perception, CAMP
A novel Kernel method for clustering 2005 Camastra F. Verri A. IEEE Transactions on Pattern Analysis and Machine Intelligence
A classical tool revisited: Object detection by statistical testing 2005 Franceschi E. Odone F. Smeraldi F. Verri A. Proceedings of the SICE Annual Conference
Some properties of regularized kernel methods 2004 De Vito E. Rosasco L. Caponnetto A. Piana M. Verri A. Journal of Machine Learning Research
Are Loss Functions All the Same? 2004 Rosasco L. De Vito E. Caponnetto A. Piana M. Verri A. Neural Computation
Positive operator valued measures covariant with respect to an Abelian group 2004 Cassinelli G. De Vito E. Toigo A. Journal of Mathematical Physics
Support vector machines for computer vision and pattern recognition 2003 Lee S.-W. Verri A. International Journal of Pattern Recognition and Artificial Intelligence
Square-integrability modulo a subgroup 2003 Cassinelli G. De Vito E. Transactions of the American Mathematical Society
Positive operator valued measures covarlant with respect to an irreducible representation 2003 Cassinelli G. De Vito E. Toigo A. Journal of Mathematical Physics
Old fashioned state-of-the-art image classification 2003 Barla A. Odone F. Verri A. Proceedings - 12th International Conference on Image Analysis and Processing, ICIAP 2003
Histogram intersection kernel for image classification 2003 Barla A. Odone F. Verri A. IEEE International Conference on Image Processing
AW -Convergence and Well-Posedness of Non Convex Functions 2003 Villa S. Journal of Convex Analysis
A multimedia, multichannel, and personalized news provider 2003 Delato M. Martelli A. Martelli M. Mascardi V. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Canonical subgroups of ℍ1 ⋊ SL(2, R) 2002 De Mari F. Nowak K. Bollettino della Unione Matematica Italiana B
Regularization and statistical learning theory for data analysis 2002 Evgeniou T. Poggio T. Pontil M. Verri A. Computational Statistics and Data Analysis
Contact and conformal maps on iwasawa N groups 2002 Cowling M. De Mari F. Korányi A. Reimann H.M. Atti della Accademia Nazionale dei Lincei, Classe di Scienze Fisiche, Matematiche e Naturali, Rendiconti Lincei Matematica e Applicazioni
Localization type Berezin-Toeplitz operators on bounded symmetric domains 2002 De Mari F. Nowak K. Journal of Geometric Analysis
Learning and vision machines 2002 Heisele B. Verri A. Poggio T. Proceedings of the IEEE
Layered representation of a video shot with mosaicing 2002 Odone F. Fusiello A. Trucco E. Pattern Analysis and Applications
Kernel-based 3D object representation 2002 Barla A. Odone F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Image kernels 2002 Barla A. Franceschi E. Odone F. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hausdorff kernel for 3D object acquisition and detection 2002 Barla A. Odone F. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Covariant localizations in the torus and the phase observables 2002 Cassinelli G. De Vito E. Lahti P. Pellonpää J.-P. Journal of Mathematical Physics
Uniform eigenvalue estimates for time-frequency localization operators 2002 De Mari F. Feichtinger H.G. Nowak K. Journal of the London Mathematical Society
Preface 2002 Lee S.-W. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Teleportation and measurement 2001 Busch P. Cassinelli G. De Vito E. Lahti P. Levrero A. Physics Letters, Section A: General, Atomic and Solid State Physics
SU(1,1) tomography 2001 D'Ariano G.M. De Vito E. Maccone L. Physical Review A. Atomic, Molecular, and Optical Physics
On Discrete Frames Associated with Semidirect Products 2001 Aniello P. Cassinelli G. De Vito E. Levrero A. Journal of Fourier Analysis and Applications
General purpose matching of grey level arbitrary images 2001 Odone F. Trucco E. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Analysis of the affine transformations of the time-frequency plane 2001 De Mari F. Nowak K. Bulletin of the Australian Mathematical Society
A trainable system for grading fish from images 2001 Odone F. Trucco E. Verri A. Applied Artificial Intelligence
A flexible algorithm for image matching 2001 Odone F. Trucco E. Verri A. Proceedings - 11th International Conference on Image Analysis and Processing, ICIAP 2001
Phase space observables and isotypic spaces 2000 Cassinelli G. De Vito E. Lahti P. Levrero A. Journal of Mathematical Physics
Square-integrable imprimitivity systems 2000 Cassinelli G. De Vito E. Levrero A. Journal of Mathematical Physics
Learning to recognize visual dynamic events from examples 2000 Pittore M. Campani M. Verri A. International Journal of Computer Vision
Introduction: Learning and vision at CBCL 2000 Poggio T. Verri A. International Journal of Computer Vision
Group theoretical quantum tomography 2000 Cassinelli G. D'Ariano G.M. De Vito E. Levrero A. Journal of Mathematical Physics
A Compact algorithm for rectification of stereo pairs 2000 Fusiello A. Trucco E. Verri A. Machine Vision and Applications
A theorem of Ludwig revisited 2000 Cassinelli G. De Vito E. Lahti P. Levrero A. Foundations of Physics
A note on support vector machine degeneracy 1999 Rifkin R. Pontil M. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Toda flows and real Hessenberg manifolds 1999 De Mari F. Pedroni M. Journal of Geometric Analysis
Representing and recognizing visual dynamic events with support vector machines 1999 Pittore M. Basso C. Verri A. Proceedings - International Conference on Image Analysis and Processing, ICIAP 1999
Galilei invariant wave equations 1999 Cassinelli G. Levrero A. De Vito E. Reports on Mathematical Physics
Frames from imprimitivity systems 1999 Aniello P. Cassinelli G. De Vito E. Levrero A. Journal of Mathematical Physics
Finding the epipole from uncalibrated optical flow 1998 Verri A. Trucco E. Proceedings of the IEEE International Conference on Computer Vision
Wavelet transforms and discrete frames associated to semidirect products 1998 Aniello P. Cassinelli G. De Vito E. Levrero A. Journal of Mathematical Physics
The Nearest-Neighbor Technique for particle identification 1998 Pallavicini M. Patrignani C. Pontil M. Verri A. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
Symmetries of the quantum state space and group representations 1998 Cassinelli G. De Vito E. Lahti P. Levrero A. Reviews in Mathematical Physics
Support vector machines for 3D object recognition 1998 Pontil M. Verri A. IEEE Transactions on Pattern Analysis and Machine Intelligence
Square-integrability of induced representations of semidirect products 1998 Aniello P. Cassinelli G. De Vito E. Levrero A. Reviews in Mathematical Physics
Recognizing 3-D objects with linear support vector machines 1998 Pontil M. Rogai S. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Properties of Support Vector Machines 1998 Pontil M. Verri A. Neural Computation
Computing Size Functions from Edge Maps 1997 Uras C. Verri A. International Journal of Computer Vision
Symmetry groups in quantum mechanics and the theorem of wigner on the symmetry transformations 1997 Cassinelli G. De Vito E. Lahti P.J. Levrero A. Reviews in Mathematical Physics
On the decompositions of a quantum state 1997 Cassinelli G. De Vito E. Levrero A. Journal of Mathematical Analysis and Applications
Integrability of the quantum adiabatic evolution and geometric phases 1997 Cassinelli G. De Vito E. Levrero A. Journal of Mathematical Physics
Direct aspect-based 3-d object recognition 1997 Pontil M. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Metric-topological approach to shape representation and recognition 1996 Verri A. Uras C. Image and Vision Computing
Aspect-based object recognition with size functions 1996 Verri A. Uras C. Proceedings - International Conference on Pattern Recognition
Spaces of improper rational matrices and ARMA-systems of fixed McMillan degree 1996 De Mari Filippo Glusing-Luerssen Heide Journal of Mathematical Systems, Estimation, and Control
The Weyl group as fixed point set of smooth involutions 1996 De Mari F. Journal of Lie Theory
Analysis of second order differential operators with complex coefficients on the Heisenberg group 1995 De Mari F. Peloso M.M. Ricci F. Journal fur die Reine und Angewandte Mathematik
Short communication: Pancharatnam’s phase for polarized light 1994 De Vito E. Levrero A. Journal of Modern Optics
Properties of the range of a state operator 1994 Cassinelli G. De Vito E. Lahti P.J. Reports on Mathematical Physics
Invariant size functions 1994 Verri A. Uras C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Geometric phase and sequential measurements in quantum mechanics 1994 Cassinelli G. De Vito E. Lahti P. Levrero A. Physical Review A
Vehicle guidance from one dimensional optical flow 1993 De Micheli E. Verri A. IEEE Intelligent Vehicles Symposium, Proceedings
On the use of size functions for shape analysis 1993 Verri A. Uras C. Frosini P. Ferri M. Proceedings - IEEE Workshop on Qualitative Vision, WQV 1993
Computational aspects of motion perception in natural and artificial vision systems. 1992 Verri A. Straforini M. Torre V. Philosophical transactions of the Royal Society of London. Series B, Biological sciences
Motion analysis from first-order properties of optical flow 1992 Campani M. Verri A. CVGIP: Image Understanding
Identifying multiple motions from optical flow 1992 Rognone A. Campani M. Verri A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hessenberg varieties 1992 De Mari F Procesi C. Shayman M.A. Transactions of the American Mathematical Society
First-order analysis of optical flow in monkey brain 1992 Orban G.A. Lagae L. Verri A. Raiguel S. Xiao D. Maes H. Torre V. Proceedings of the National Academy of Sciences of the United States of America
First order differential technique for optical flow 1991 Campani Marco Straforini Marco Verri Alessandro Proceedings of SPIE - The International Society for Optical Engineering
Differential techniques for optical flow 1990 Verri A. Girosi F. Torre V. Journal of the Optical Society of America A: Optics and Image Science, and Vision
Limit cycles of the two-dimensional motion field 1990 Verri A. Aicardi F. Biological Cybernetics
Computing optical flow from an overconstrained system of linear algebraic equations 1990 Campani M. Verri A.
3D visual information from vanishing points 1989 Bellutta P. Collini G. Verri A. Torre V. Proceedings. Workshop on Interpretation of 3D Scenes. IEEE Computer Society
Motion Field and Optical Flow: Qualitative Properties 1989 Verri A. Poggio T. IEEE Transactions on Pattern Analysis and Machine Intelligence
Mathematical properties of the two-dimensional motion field: From singular points to motion parameters 1989 Verri A. Girosi F. Torre V. Journal of the Optical Society of America A: Optics and Image Science, and Vision
Mathematical properties of the 2D motion field: from singular points to motion parameters 1989 Verri A. Girosi F. Torre V. Workshop on Visual Motion 1989
Constraints for the computation of optical flow 1989 Girosi F. Verri A. Torre V. Workshop on Visual Motion 1989
Analysis of differential and matching methods for optical flow 1989 Little J. J. Verri A. Workshop on Visual Motion 1989
Some perspective projection invariants 1988 Verri A. Yuille A. Journal of the Optical Society of America A: Optics and Image Science, and Vision
Generalized Eulerian numbers and the topology of the Hessenberg variety of a matrix 1988 De Mari F. Shayman M.A. Acta Applicandae Mathematicae
A computational approach to motion perception 1988 Uras S. Girosi F. Verri A. Torre V. Biological Cybernetics
AGAINST QUANTITATIVE OPTICAL FLOW 1987 Verri A. Poggio T.
Absolute depth estimate in stereopsis 1986 Verri A. Torre V. Journal of the Optical Society of America A: Optics and Image Science, and Vision
STEREO ACCURACY FOR ROBOTICS 1986 Torre V. Verri A. Fiumicelli A.
3D RECONSTRUCTION OF SILHOUETTES 1984 Sandini G. Straforini M. Torre V. Verri A.
A Markerless Pipeline to Analyze Spontaneous Movements of Preterm Infants M Moro VP Pastore C Tacchino P Durand I Blanchi P Moretti F Odone M Casadio Computer Methods and Programs in Biomedicine, Volume 226, November 2022, 107119