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Optimal Transport losses and Sinkhorn algorithm with general convex regularization2020S. Di Marino A. GerolinarXiv preprint arXiv:2007.00976
Cone-adapted shearlets and Radon transforms2020F. Bartolucci F. De Mari E. De VitoAdvances in Microlocal and Time …
Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing.2020G. Boccignone C. de'Sperati M. Granato G. GrossiICPRAM
Markerless gait analysis in stroke survivors based on computer vision and deep learning: A pilot study2020M. Moro G. Marchesi F. Odone M. CasadioProceedings of the 35th …
Markerless gait analysis in stroke survivors based on computer vision and deep learning: a pilot study2020M. Moro G. Marchesi F. Odone M. CasadioProceedings of the 35th …
Faster kriging: facing high-dimensional simulators2020X. Lu R. Alessandro E. Borgonovo R. LorenzoNA
An Optimal Transport approach for the Schrödinger bridge problem and convergence of Sinkhorn algorithm2020S. Di Marino A. GerolinJournal of Scientific Computing
A tumor growth model of Hele-Shaw type as a gradient flow2020L. Chizat S. Di MarinoESAIM: Control, Optimisation and Calculus of …
Hyperbolic manifold regression2020G. Marconi C. Ciliberto… Conference on Artificial …
Calderón's inverse problem with a finite number of measurements II: independent data2020GS. Alberti M. SantacesariaApplicable Analysis
Gaze estimation for assisted living environments2020PA. Dias D. Malafronte H. MedeirosThe IEEE Winter …
The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning …2020G. Brichetto MM. Bragadin S. Fiorini MA. BattagliaNeurological …
Asymptotics of ridge (less) regression under general source condition2020D. Richards J. Mourtada L. RosascoarXiv preprint arXiv:2006.06386
A general framework for consistent structured prediction with implicit loss embeddings2020C. Ciliberto L. Rosasco A. RudiJournal of Machine Learning Research
Positive technology for elderly well-being: A review2020G. Grossi R. Lanzarotti P. Napoletano N. NocetiPattern Recognition …
Near-linear time Gaussian process optimization with adaptive batching and resparsification2020D. Calandriello L. Carratino A. LazaricInternational …
Decentralised learning with random features and distributed gradient descent2020D. Richards P. Rebeschini… Conference on Machine …
Fast Region Proposal Learning for Object Detection for Robotics2020F. Ceola E. Maiettini G. Pasquale L. RosascoarXiv preprint arXiv …
Neural networks for classification of strokes in electrical impedance tomography on a 3D head model2020V. Candiani M. SantacesariaarXiv preprint arXiv:2011.02852
Kernel methods through the roof: handling billions of points efficiently2020G. Meanti L. Carratino L. RosascoAdvances in Neural …
Classification of stroke using Neural Networks in Electrical Impedance Tomography2020JP. Agnelli A. Çöl M. Lassas R. MurthyarXiv preprint arXiv …
Near-linear Time Gaussian Process Optimization with Adaptive Batching and Resparsification2020D. Calandriello L. Carratino M. Valko A. LazaricarXiv preprint arXiv …
Asymptotics of Ridge (less) Regression under General Source Condition2020D. Richards J. Mourtada L. RosascoarXiv preprint arXiv:2006.06386
A short proof of the infinitesimal Hilbertianity of the weighted Euclidean space2020S. Di Marino D. Lučić E. PasqualettoarXiv preprint arXiv:2005.02924
Interpolation and Learning with Scale Dependent Kernels2020N. Pagliana A. Rudi E. De Vito L. RosascoarXiv preprint arXiv …
Cone-Adapted Shearlets and Radon Transforms2020F. Bartolucci F. De Mari E. De VitoAdvances in Microlocal and Time …
Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked2020R. Biassoni E. Di Marco M. SquillarioThe Journal of …
Linear Lipschitz and C1 extension operators through random projection2020E. Bruè S. Di Marino F. StraJournal of Functional Analysis
Fast region proposal learning for object detection for robotics2020F. Ceola E. Maiettini G. Pasquale L. RosascoarXiv preprint arXiv …
On-line object detection: a robotics challenge2020E. Maiettini G. Pasquale L. Rosasco L. NataleAutonomous Robots
Calderón's inverse problem with a finite number of measurements II: independent data2020GS. Alberti M. SantacesariaApplicable Analysis
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling2020N. Sterge B. SriperumbudurInternational …
Thresholding gradient methods in Hilbert spaces: support identification and linear convergence2020G. Garrigos L. Rosasco S. VillaESAIM: Control, Optimisation and …
Optimal rates for spectral algorithms with least-squares regression over hilbert spaces2020J. Lin A. Rudi L. Rosasco V. CevherApplied and Computational Harmonic …
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings2020C. Ciliberto L. Rosasco A. RudiarXiv preprint arXiv:2002.05424
Unitarization and inversion formulae for the Radon transform between dual pairs2019GS. Alberti F. Bartolucci F. De Mari E. De VitoSIAM Journal on Mathematical …
Continuity of multimarginal optimal transport with repulsive cost2019M. Colombo S. Di Marino F. StraSIAM Journal on Mathematical Analysis
New characterizations of Sobolev metric spaces2019S. Di Marino M. SquassinaJournal of Functional Analysis
Linear extension operators between spaces of Lipschitz maps and optimal transport2019L. Ambrosio D. PuglisiJournal für die reine und angewandte …
Theory III: Dynamics and Generalization in Deep Networks12019A. Banburski Q. Liao B. Miranda T. PoggioarXiv preprint arXiv …
An entropy minimization approach to second-order variational mean-field games2019JD. Benamou G. Carlier S. Di Marino… Models and Methods in …
Implicit Regularization of Accelerated Methods in Hilbert Spaces2019N. Pagliana L. RosascoAdvances in Neural Information Processing …
Similarity Judgments of Hand-Based Actions: From Human Perception to a Computational Model2019P. Hemeren V. Nair E. Nicora A. Vignolo… Conference on Visual …
Reproducing kernel Hilbert spaces on manifolds: Sobolev and Diffusion spaces2019E. De Vito N. Mücke L. RosascoarXiv preprint arXiv:1905.10913
Theory III: Dynamics and Generalization in Deep Networks--a simple solution2019A. Banburski Q. Liao B. Miranda L. RosascoarXiv preprint arXiv …
Different features of tumor-associated NK cells in patients with low-or high-grade peritoneal carcinomatosis2019S. Pesce V. Belgrano M. Greppi S. CarlomagnoFrontiers in …
Beating SGD Saturation with Tail-Averaging and Minibatching2019N. Mücke G. Neu L. RosascoAdvances in Neural Information …
The Effects of Data Sources: A Baseline Evaluation of the MoCA Dataset2019E. Nicora G. Goyal N. Noceti F. OdoneInternational Conference on Image …
Accelerated iterative regularization via dual diagonal descent2019L. Calatroni G. Garrigos L. Rosasco S. VillaarXiv preprint arXiv …
Implicit regularization of accelerated methods in hilbert spaces2019N. Pagliana L. RosascoAdvances in Neural Information Processing …
Multi-parameters Model Selection for Network Inference2019V. Tozzo A. BarlaInternational Conference on Complex Networks and …
Beating SGD saturation with tail-averaging and minibatching2019N. Mücke G. Neu L. RosascoAdvances in Neural Information …
On the Atomic Decomposition of Coorbit Spaces with Non-integrable Kernel2019S. Dahlke F. De Mari E. De Vito L. SawatzkiLandscapes of Time …
Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network2019S. Fiorini F. Hajati A. Barla F. GirosiPloS one
Convergence of stochastic proximal gradient algorithm2019L. Rosasco S. Villa BC. VũApplied Mathematics & Optimization
Towards a Real Time Obstacle Detection System for Unmanned Surface Vehicles2019M. Sorial I. Mouawad E. SimettiOCEANS 2019 MTS …
Gaussian process optimization with adaptive sketching: Scalable and no regret2019D. Calandriello L. Carratino A. Lazaric M. ValkoarXiv preprint arXiv …
Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring2019C. Patrone A. Cella C. Martini S. PericuGeriatric …
The Radon transform intertwines wavelets and shearlets2019F. Bartolucci F. De Mari E. De Vito F. OdoneApplied and Computational …
Human motion understanding for selecting action timing in collaborative human-robot interaction2019F. Rea A. Vignolo A. Sciutti N. NocetiFront. Robot. AI
Monte Carlo wavelets: a randomized approach to frame discretization2019Z. Kereta S. Vigogna V. Naumova… on Sampling Theory …
Symmetry-adapted representation learning2019F. Anselmi G. Evangelopoulos L. Rosasco T. PoggioPattern Recognition
Essential spectrum for Maxwell's equations2019GS. Alberti M. Brown M. Marletta I. WoodAnnales Henri Poincaré
On the randomised stability constant for inverse problems2019GS. Alberti Y. Capdeboscq Y. PrivatarXiv preprint arXiv:1903.11273
A Weakly Supervised Strategy for Learning Object Detection on a Humanoid Robot2019E. Maiettini G. Pasquale V. Tikhanoff2019 IEEE-RAS 19th …
The effects of data sources: A baseline evaluation of the moca dataset2019E. Nicora G. Goyal N. Noceti F. OdoneInternational Conference on Image …
Similarity judgments of hand-based actions: From human perception to a computational model2019P. Hemeren V. Nair E. Nicora A. Vignolo… Conference on Visual …
Fast approximation of orthogonal matrices and application to PCA2019C. Rusu L. RosascoarXiv preprint arXiv:1907.08697
Calderón's inverse problem with a finite number of measurements2019GS. Alberti M. SantacesariaForum of Mathematics, Sigma
Are we done with object recognition? The iCub robot's perspective2019G. Pasquale C. Ciliberto F. Odone L. RosascoRobotics and …
Discrete changes in glucose metabolism define aging2019S. Ravera M. Podestà F. Sabatini M. DagninoScientific reports
Different features of tumor-associated NK cells in patients with low-grade or high-grade peritoneal carcinomatosis2019S. Pesce V. Belgrano M. Greppi S. CarlomagnoFrontiers in …
Dynamic spike superresolution and applications to ultrafast ultrasound imaging2019GS. Alberti H. Ammari F. Romero T. WintzSIAM Journal on Imaging Sciences
Designing audio-visual tools to support multisensory disabilities2019N. Noceti L. Giuliani J. Sosa-Garciá L. Brayda… Behavior Analysis in the …
JKO estimates in linear and non-linear Fokker-Planck equations, and Keller-Segel: L p and Sobolev bounds2019S. Di Marino F. SantambrogioarXiv preprint arXiv:1911.10999
Towards a real time obstacle detection system for unmanned surface vehicles2019M. Sorial I. Mouawad E. SimettiOCEANS 2019 MTS …
Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE2019GS. Alberti M. SantacesariaApplied and Computational Harmonic Analysis
Visual Tracking with Autoencoder-Based Maximum A Posteriori Data Fusion2019Y. Reznichenko E. Prampolini2019 IEEE 43rd …
Infinite-dimensional inverse problems with finite measurements2019GS. Alberti M. SantacesariaarXiv preprint arXiv:1906.10028
Secondary Somatic Mutations in G-Protein-Related Pathways and Mutation Signatures in Uveal Melanoma2019F. Piaggio V. Tozzo C. Bernardi M. Croce R. PuzoneCancers
How do implementation bugs affect the results of machine learning algorithms?2019M. Leotta D. Olianas F. Ricca N. NocetiProceedings of the 34th ACM …
Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT2018E. Beretta S. Micheletti S. PerottoJournal of Computational …
Deep association learning for unsupervised video person re-identification2018Y. Chen X. Zhu S. GongarXiv preprint arXiv:1808.07301
View-invariant robot adaptation to human action timing2018N. Noceti F. Odone F. Rea A. SciuttiProceedings of SAI …
A multi-camera system for damage and tampering detection in a postal security framework2018N. Noceti L. Zini F. OdoneEURASIP Journal on Image and Video …
Latent variable time-varying network inference2018F. Tomasi V. Tozzo S. Salzo A. VerriProceedings of the 24th ACM …
Data-driven continuous assessment of frailty in older people2018C. Martini A. Barla F. Odone A. Verri A. CellaFrontiers in Digital …
A Visual Computing Approach for Estimating the Motility Index in the Frail Elder.2018C. Martini N. Noceti M. Chessa A. BarlaVISIGRAPP (5 …
Lectures on elliptic methods for hybrid inverse problems2018GS. Alberti Y. Capdeboscq Y. CapdeboscqNA
ADef: an iterative algorithm to construct adversarial deformations2018R. Alaifari GS. Alberti T. GaukssonarXiv preprint arXiv:1804.07729
Consistent learning by composite proximal thresholding2018PL. Combettes S. Salzo S. VillaMathematical Programming
Regularized learning schemes in feature Banach spaces2018PL. Combettes S. Salzo S. VillaAnalysis and Applications
Constrained DMPs for feasible skill learning on humanoid robots2018A. Duan R. Camoriano D. Ferigo2018 IEEE-RAS 18th …
Note on Calder\'on's inverse problem for measurable conductivities2018M. SantacesariaarXiv preprint arXiv:1803.06931
Modified Fejér sequences and applications2018J. Lin L. Rosasco S. Villa DX. ZhouComputational Optimization and …
Propagation and recovery of singularities in the inverse conductivity problem2018A. Greenleaf M. Lassas M. Santacesaria S. SiltanenAnalysis & PDE
Statistical and computational trade-offs in kernel k-means2018D. Calandriello L. RosascoAdvances in Neural Information …
Designing assistive tools for the market2018M. Chessa N. Noceti C. Martini F. SolariComputer Vision for …
New miRNA signature heralds human NK cell subsets at different maturation steps: involvement of miR-146a-5p in the regulation of KIR expression2018S. Pesce M. Squillario M. Greppi F. LoiaconoFrontiers in …
Learning with sgd and random features2018L. Carratino A. Rudi L. RosascoAdvances in Neural Information …
On fast leverage score sampling and optimal learning2018A. Rudi D. Calandriello L. CarratinoAdvances in Neural …
The entropic regularization of the Monge problem on the real line2018S. Di Marino J. LouetSIAM Journal on Mathematical Analysis
Manifold structured prediction2018A. Rudi C. Ciliberto GM. MarconiAdvances in Neural …
Hey there's DALILA: a DictionAry LearnIng LibrAry2018V. Tozzo V. D'Amario A. Barla2017 Imperial College Computing …
Guest editorial a sense of interaction in humans and robots: From visual perception to social cognition2018A. Sciutti N. NocetiIEEE Transactions on Cognitive and …
Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions2018V. Tozzo F. Tomasi M. Squillario A. BarlaarXiv preprint arXiv:1811.09673
A 3-fold kernel approach for characterizing Late Onset Alzheimer's Disease2018M. Squillario F. Tomasi V. Tozzo A. Barla D. UbertibioRxiv
Speeding-up object detection training for robotics with falkon2018E. Maiettini G. Pasquale L. Rosasco2018 IEEE/RSJ …
Dirichlet-based gaussian processes for large-scale calibrated classification2018D. Milios R. Camoriano P. MichiardiAdvances in Neural …
Iterative regularization via dual diagonal descent2018G. Garrigos L. Rosasco S. VillaJournal of Mathematical Imaging and …
Iterate averaging as regularization for stochastic gradient descent2018G. Neu L. RosascoarXiv preprint arXiv:1802.08009
Dirichlet-based Gaussian processes for large-scale calibrated classification2018D. Milios R. Camoriano P. MichiardiAdvances in Neural …
Theory of deep learning iii: the non-overfitting puzzle2018T. Poggio K. Kawaguchi Q. Liao B. MirandaCBMM Memo …
Solving lp-norm regularization with tensor kernels2018S. Salzo L. Rosasco J. Suykens… Conference on Artificial …
Space–Time Signal Analysis and the 3D Shearlet Transform2018D. Malafronte E. De Vito F. OdoneJournal of Mathematical Imaging and …
Hölder regularity for Maxwell's equations under minimal assumptions on the coefficients2018GS. AlbertiCalculus of Variations and Partial Differential …
Scale invariant and noise robust interest points with shearlets2017MA. Duval-Poo N. Noceti F. OdoneIEEE Transactions on …
Data-driven strategies for robust forecast of continuous glucose monitoring time-series2017S. Fiorini C. Martini D. Malpassi2017 39th Annual …
Why and when can deep-but not shallow-networks avoid the curse of dimensionality: a review2017T. Poggio H. Mhaskar L. Rosasco B. MirandaInternational Journal of …
Temporal prediction of multiple sclerosis evolution from patient-centered outcomes2017S. Fiorini A. Verri A. Barla A. TacchinoMachine Learning …
Exploring biological motion regularities of human actions: a new perspective on video analysis2017N. Noceti F. Odone A. Sciutti G. SandiniACM Transactions on Applied …
Implicit causal models for genome-wide association studies2017D. Tran DM. BleiarXiv preprint arXiv:1710.10742
Mathematical analysis of ultrafast ultrasound imaging2017GS. Alberti H. Ammari F. Romero T. WintzSIAM Journal on Applied …
Coorbit spaces with voice in a Fréchet space2017S. Dahlke F. De Mari E. De Vito D. LabateJournal of Fourier …
Investigating natural interaction in augmented reality environments using motion qualities2017M. Chessa N. Noceti… Conference on Computer Vision Theory and …
A first-order stochastic primal-dual algorithm with correction step2017L. Rosasco S. Villa BC. VũNumerical Functional Analysis and …
Visual recognition for humanoid robots2017SR. Fanello C. Ciliberto N. Noceti G. MettaRobotics and …
Don't relax: early stopping for convex regularization2017S. Matet L. Rosasco S. Villa BL. VuarXiv preprint arXiv:1707.05422
Generalization properties of learning with random features2017A. Rudi L. RosascoAdvances in Neural Information Processing …
Shearlets as multi-scale Radon transform2017F. Bartolucci F. De Mari E. De Vito… Conference on Sampling …
Why and when can deep-but not shallow-networks avoid the curse of dimensionality: a review2017T. Poggio H. Mhaskar L. Rosasco B. MirandaInternational Journal of …
Consistent multitask learning with nonlinear output relations2017C. Ciliberto A. Rudi L. RosascoAdvances in Neural …
Invariant recognition predicts tuning of neurons in sensory cortex2017J. Mutch F. Anselmi A. Tacchetti L. Rosasco… Neuroscience of Vision
Disjoint sparsity for signal separation and applications to hybrid inverse problems in medical imaging2017GS. Alberti H. AmmariApplied and Computational Harmonic Analysis
Direct inversion from partial-boundary data in electrical impedance tomography2017A. Hauptmann M. Santacesaria S. SiltanenInverse Problems
Investigating the use of space-time primitives to understand human movements2017D. Malafronte G. Goyal A. Vignolo F. Odone… Conference on Image …
Symmetry regularization2017F. Anselmi G. Evangelopoulos L. Rosasco T. PoggioNA
Interactive data collection for deep learning object detectors on humanoid robots2017E. Maiettini G. Pasquale L. Rosasco2017 IEEE-RAS 17th …
Regularized kernel algorithms for support estimation2017A. Rudi E. De Vito A. Verri F. OdoneFrontiers in Applied Mathematics …
Optimal Rates for Learning with Nystr\" om Stochastic Gradient Methods2017J. Lin L. RosascoarXiv preprint arXiv:1710.07797
Continuous and discrete frames generated by the evolution flow of the Schrödinger equation2017GS. Alberti S. Dahlke F. De Mari E. De VitoAnalysis and …
Infinite dimensional compressed sensing from anisotropic measurements2017GS. Alberti M. SantacesariaarXiv preprint arXiv …
Perimeter as relaxed Minkowski content in metric measure spaces2017L. Ambrosio S. Di Marino N. GigliNonlinear Analysis: Theory, Methods & …
Detecting spatio-temporally interest points using the shearlet transform2017D. Malafronte F. Odone E. De VitoIberian Conference on Pattern …
Multiple sclerosis disease course prediction: a machine learning model based on patient reported and clinician assessed outcomes2017A. Tacchino S. Fiorini M. PonzioMultiple …
Detecting biological motion for human–robot interaction: A link between perception and action2017A. Vignolo N. Noceti F. Rea A. SciuttiFrontiers in Robotics …
The strictly-correlated electron functional for spherically symmetric systems revisited2017M. Seidl S. Di Marino A. Gerolin L. NennaarXiv preprint arXiv …
Cancer Mutational Signatures Identification with Sparse Dictionary Learning2017V. Tozzo A. Barla… Meeting on Computational Intelligence Methods for …
Falkon: An optimal large scale kernel method2017A. Rudi L. Carratino L. RosascoAdvances in neural information …
Detection and description of scale invariant interest points with shearlets2017MA. Duval-Poo N. Noceti F. Odone… on Sampling Theory …
Adenine: A HPC-Oriented Tool for Biological Data Exploration2017S. Fiorini F. Tomasi M. Squillario A. BarlaInternational Meeting on …
Optimal transportation theory with repulsive costs2017S. Di Marino A. Gerolin L. NennaTopological optimization and …
Local spatio-temporal representation using the 3D shearlet transform2017D. Malafronte F. Odone E. De Vito… International Conference on …
Multiscale geometric methods for data sets I: Multiscale SVD, noise and curvature2017AV. Little M. Maggioni L. RosascoApplied and Computational Harmonic …
Critical points for elliptic equations with prescribed boundary conditions2017GS. Alberti G. Bal M. Di CristoArchive for Rational Mechanics and …
Recent progress in shearlet theory: systematic construction of shearlet dilation groups, characterization of wavefront sets, and new embeddings2017GS. Alberti S. Dahlke F. De Mari E. De VitoFrames and other bases …
Generalization Properties of Learning with Random Features.2017A. Rudi L. RosascoNIPS
Convergence of the forward-backward algorithm: Beyond the worst case with the help of geometry2017G. Garrigos L. Rosasco S. VillaarXiv preprint arXiv:1703.09477
Fine segmentation for activity of daily living analysis in a wide-angle multi-camera set-up2017P. Dias H. Medeiros F. Odone… in conjunction with British Machine Vision …
Theory of deep learning III: explaining the non-overfitting puzzle2017T. Poggio K. Kawaguchi Q. Liao B. MirandaarXiv preprint arXiv …
“Hands on” visual recognition for visually impaired users2017J. Sosa-García F. OdoneACM Transactions on Accessible Computing …
The linearized inverse problem in multifrequency electrical impedance tomography2016GS. Alberti H. Ammari B. Jin JK. Seo W. ZhangSIAM Journal on Imaging …
An integrated artificial vision framework for assisting visually impaired users2016M. Chessa N. Noceti F. Odone F. SolariComputer Vision and …
Iterative regularization for learning with convex loss functions2016J. Lin L. Rosasco DX. ZhouThe Journal of Machine Learning Research
Theory i: Why and when can deep networks avoid the curse of dimensionality?2016T. Poggio H. Mhaskar L. Rosasco B. Miranda Q. LiaoNA
Generalization properties and implicit regularization for multiple passes sgm2016J. Lin R. Camoriano L. Rosasco… Conference on Machine …
Dual graph regularized dictionary learning2016Y. Yankelevsky M. EladIEEE Transactions on Signal and …
Portable and fast text detection2016L. Zini F. OdoneMachine Vision and Applications
Mathematical and Computational Foundations of Learning Theory (Dagstuhl Seminar 15361)2016M. Hein G. Lugosi L. RosascoDagstuhl Reports
Stochastic gradient methods for stochastic model predictive control2016A. Themelis S. Villa P. Patrinos2016 European Control …
Multi-frequency acousto-electromagnetic tomography2016GS. Alberti H. Ammari K. RuanA Panorama of Mathematics …
Enabling depth-driven visual attention on the iCub humanoid robot: instructions for use and new perspectives2016G. Pasquale T. Mar C. Ciliberto L. RosascoFrontiers in Robotics …
Incremental object recognition in robotics with extension to new classes in constant time2016R. Camoriano G. Pasquale C. Ciliberto L. Natalestat
Computer-aided diagnosis of colorectal polyp histology by using a real-time image recognition system and narrow-band imaging magnifying colonoscopy2016Y. Kominami S. Yoshida S. Tanaka Y. SanomuraGastrointestinal …
Uniqueness issues for evolution equations with density constraints2016S. Di Marino AR. MészárosMathematical Models and Methods in …
The adiabatic strictly-correlated-electrons functional: kernel and exact properties2016G. Lani S. Di Marino A. GerolinPhysical Chemistry …
Absence of critical points of solutions to the Helmholtz equation in 3D2016GS. AlbertiArchive for Rational Mechanics and Analysis
A temporal model for multiple sclerosis course evolution2016S. Fiorini A. Tacchino G. Brichetto A. VerriarXiv preprint arXiv …
Optimal learning for multi-pass stochastic gradient methods2016J. Lin L. RosascoAdvances in Neural Information Processing …
Predicting multiple sclerosis disease course with patient centred outcomes (PCOs): a machine learning approach2016G. Brichetto S. Fiorini M. PonzioMultiple …
Retinal Image Analysis with Shearlets.2016F. Levet MA. Duval-Poo E. De Vito F. OdoneSTAG
Positive-energy D-bar method for acoustic tomography: a computational study2016MV. de Hoop M. Lassas M. SantacesariaInverse …
Dual graph regularized dictionary learning2016Y. Yankelevsky M. EladIEEE Transactions on Signal and …
Enabling depth-driven visual attention on the icub humanoid robot: Instructions for use and new perspectives2016G. Pasquale T. Mar C. Ciliberto L. RosascoFrontiers in Robotics …
Nytro: When subsampling meets early stopping2016R. Camoriano T. Angles A. Rudi L. RosascoArtificial Intelligence and …
On invariance and selectivity in representation learning2016F. Anselmi L. Rosasco T. PoggioInformation and Inference: A …
Introductory Machine Learning Notes12016L. RosascoUniversity of Genoa ML
Unsupervised learning of invariant representations2016F. Anselmi JZ. Leibo L. Rosasco J. MutchTheoretical Computer …
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions2016L. Rosasco S. Villa BC. VũOptimization
The complexity of biological motion2016A. Vignolo N. Noceti A. Sciutti F. Rea2016 Joint IEEE …
Lower semi-continuity for non-coercive polyconvex integrals in the limit case2016G. De Philippis S. Di Marino M. FocardiProceedings. Section A …
Combining sensory modalities and exploratory procedures to improve haptic object recognition in robotics2016B. Higy C. Ciliberto L. Rosasco2016 IEEE-RAS 16th …
A machine learning approach to optimal tikhonov regularisation I: Affine manifolds2016E. De Vito M. Fornasier V. NaumovaarXiv preprint arXiv:1610.01952
Stochastic forward–backward splitting for monotone inclusions2016L. Rosasco S. Villa BC. VũJournal of Optimization Theory and …
Enhancing Interpretability of Gene Signatures with Prior Biological Knowledge2016M. Squillario M. Barbieri A. Verri A. BarlaMicroarrays
The complexity of biological motion2016A. Vignolo N. Noceti A. Sciutti F. Rea2016 Joint IEEE …
PALLADIO: a parallel framework for robust variable selection in high-dimensional data2016M. Barbieri S. Fiorini F. Tomasi2016 6th Workshop on …
Incremental semiparametric inverse dynamics learning2016R. Camoriano S. Traversaro L. Rosasco… on Robotics and …
Biological movement detector enhances the attentive skills of humanoid robot iCub2016A. Vignolo F. Rea N. Noceti A. Sciutti2016 IEEE-RAS 16th …
Adaptive body gesture representation for automatic emotion recognition2016S. Piana A. Staglianò F. Odone A. CamurriACM Transactions on …
A consistent regularization approach for structured prediction2016C. Ciliberto L. Rosasco A. RudiAdvances in neural information …
Active perception: Building objects' models using tactile exploration2016N. Jamali C. Ciliberto L. Rosasco2016 IEEE-RAS 16th …
Object identification from few examples by improving the invariance of a deep convolutional neural network2016G. Pasquale C. Ciliberto L. Rosasco2016 IEEE/RSJ …
Generalization properties and implicit regularization for multiple passes SGM2016J. Lin R. Camoriano L. RosascoInternational Conference on Machine …
Less is More: Nyström Computational Regularization.2015A. Rudi R. Camoriano L. RosascoNIPS
BMTDL for scene modeling on the SBI dataset2015N. Noceti A. Staglianò A. Verri F. OdoneInternational Conference on …
Object segmentation using independent motion detection2015S. Kumar F. Odone N. Noceti2015 IEEE-RAS 15th …
Discovering discrete subword units with binarized autoencoders and hidden-Markov-model encoders2015L. Badino A. Mereta L. RosascoSixteenth Annual Conference of …
From group representations to signal analysis2015S. Dahlke F. De Mari P. Grohs D. LabateHarmonic and Applied Analysis
Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm2015S. Masecchia S. Coco A. Barla A. VerriBMC medical genomics
Structured multi-class feature selection with an application to face recognition2015L. Zini N. Noceti G. Fusco F. OdonePattern Recognition Letters
Enforcing local non-zero constraints in PDEs and applications to hybrid imaging problems2015GS. AlbertiCommunications in Partial Differential Equations
Estimating Human Actions Affinities Across Views.2015N. Noceti A. Sciutti F. Rea F. Odone G. SandiniVISAPP (2)
Deep convolutional networks are hierarchical kernel machines2015F. Anselmi L. Rosasco C. Tan T. PoggioarXiv preprint arXiv:1508.01084
Convex learning of multiple tasks and their structure2015C. Ciliberto Y. Mroueh T. Poggio L. RosascoInternational Conference on …
Less is more: Nyström computational regularization2015A. Rudi R. Camoriano L. RosascoAdvances in Neural Information …
Fusion of computational intelligence techniques and their practical applications2015RH. Abiyev R. Aliev O. Kaynak IB. Turksen KW. BonfigNA
I-theory on depth vs width: hierarchical function composition2015T. Poggio F. Anselmi L. RosascoNA
Enhancing signal discontinuities with Shearlets: an application to corner detection2015MA. Duval-Poo F. Odone E. De VitoInternational Conference on Image …
Learning with incremental iterative regularization2015L. Rosasco S. VillaAdvances in Neural Information Processing …
On multiple frequency power density measurements II. The full Maxwell's equations2015GS. AlbertiJournal of Differential Equations
Characterizing the input-output function of the olfactory-limbic pathway in the guinea pig2015GL. Breschi C. Ciliberto T. Nieus L. RosascoComputational …
A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes2015S. Fiorini A. Verri A. Tacchino M. Ponzio2015 37th Annual …
Enforcing local non-zero constraints in PDEs and applications to hybrid imaging problems2015GS. AlbertiCommunications in Partial Differential Equations
Notes on hierarchical splines, dclns and i-theory2015T. Poggio L. Rosasco A. Shashua N. Cohen F. AnselmiNA
Advances in dynamic modeling of colorectal cancer signaling-network regions, a path toward targeted therapies2015L. Tortolina DJ. Duffy M. Maffei N. CastagninoOncotarget
Banknote recognition as a CBIR problem2015J. Sosa-García F. OdoneInternational Conference on Similarity Search …
Learning multiple visual tasks while discovering their structure2015C. Ciliberto L. Rosasco S. VillaProceedings of the IEEE …
Online space-variant background modeling with sparse coding2015A. Stagliano N. Noceti A. VerriIEEE Transactions on …
Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope2015L. Ambrosio M. Colombo S. Di MarinoVariational methods for …
Multimarginal optimal transport maps for one–dimensional repulsive costs2015M. Colombo L. De Pascale S. Di MarinoCanadian Journal of …
The 𝑝-weak gradient depends on 𝑝2015S. Di Marino G. SpeightProceedings of the American Mathematical …
Measure sweeping processes2015S. Di Marino B. Maury F. SantambrogioNA
Real-world object recognition with off-the-shelf deep Conv Nets: how many objects can iCub Learn?2015G. Pasquale C. Ciliberto F. Odone L. RosascoarXiv preprint arXiv …
Equality between Monge and Kantorovich multimarginal problems with Coulomb cost2015M. Colombo S. Di MarinoAnnali di Matematica Pura ed Applicata (1923-)
Harmonic and Applied Analysis: From Groups to Signals2015S. Dahlke F. De Mari P. Grohs D. LabateNA
Improving disease course detection in multiple sclerosis: an alternative patient-reported outcomes-based strategy2015G. Brichetto S. FioriniMultiple …
A Hölder-logarithmic stability estimate for an inverse problem in two dimensions2015M. SantacesariaJournal of Inverse and Ill-posed Problems
Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope2015L. Ambrosio M. Colombo S. Di MarinoVariational methods for …
The use of representations in applied harmonic analysis2015F. De Mari E. De VitoHarmonic and Applied Analysis
Harmonic and Applied Analysis. Applied and Numerical Harmonic Analysis2015S. Dahlke F. De Mari P. Grohs D. LabateNA
Harmonic and Applied Analysis: From Groups to Signals2015S. Dahlke F. De Mari P. Grohs D. LabateNA
Estimating Human Actions Affinities Across Views.2015N. Noceti A. Sciutti F. Rea F. Odone G. SandiniVISAPP (2)
Edges and corners with shearlets2015MA. Duval-Poo F. OdoneIEEE Transactions on …
Less is more: Nyström computational regularization2015A. Rudi R. Camoriano L. RosascoAdvances in Neural Information …
Cognition helps vision: Recognizing biological motion using invariant dynamic cues2015N. Noceti A. Sciutti G. SandiniInternational Conference on Image …
Discriminative template learning in group-convolutional networks for invariant speech representations2015C. Zhang S. Voinea G. Evangelopoulos… Annual Conference of …
Holographic embeddings of knowledge graphs2015M. Nickel L. Rosasco T. PoggioarXiv preprint arXiv:1510.04935
Teaching iCub to recognize objects using deep Convolutional Neural Networks2015G. Pasquale C. Ciliberto F. Odone L. RosascoMachine Learning for …
Stochastic inertial primal-dual algorithms2015L. Rosasco S. Villa BC. VuarXiv preprint arXiv:1507.00852
Geometrical and computational aspects of Spectral Support Estimation for novelty detection2014A. Rudi F. Odone E. De VitoPattern Recognition Letters
Regularization by early stopping for online learning algorithms2014L. Rosasco A. Tacchetti S. Villastat
Real-time automatic emotion recognition from body gestures2014S. Piana A. Stagliano F. Odone A. VerriarXiv preprint arXiv …
Exploiting global force torque measurements for local compliance estimation in tactile arrays2014C. Ciliberto L. Fiorio M. Maggiali2014 IEEE/RSJ …
3D stereo estimation and fully automated learning of eye-hand coordination in humanoid robots2014SR. Fanello U. Pattacini I. Gori2014 IEEE-RAS …
Phone classification by a hierarchy of invariant representation layers2014C. Zhang S. Voinea G. Evangelopoulos… Annual Conference of …
Learning an invariant speech representation2014G. Evangelopoulos S. Voinea C. ZhangarXiv preprint arXiv …
Learning sets and subspaces2014A. Rudi GD. Canas E. De Vito… , Kernels, and Support …
The use of platelet-rich plasma gel in patients with mixed tumour undergoing superficial parotidectomy: a randomized study2014M. Scala P. Mereu F. Spagnolo M. Massa A. BarlaIn vivo
On efficiency and low sample complexity in phase retrieval2014Y. Mroueh L. Rosasco2014 IEEE International Symposium on …
Consistency of regularized learning schemes in Banach spaces2014PL. Combettes S. Salzo S. VillaarXiv preprint arXiv:1410.6847
Sobolev and BV spaces on metric measure spaces via derivations and integration by parts2014S. Di MarinoarXiv preprint arXiv:1409.5620
Recent advances on BV and Sobolev Spaces in metric measure spaces2014S. Di MarinoNA
Humans in groups: The importance of contextual information for understanding collective activities2014N. Noceti F. OdonePattern Recognition
Ask the image: supervised pooling to preserve feature locality2014S. Ryan Fanello N. Noceti C. CilibertoProceedings of the …
Reproducing subgroups of S p ( 2 , R ) . Part II: admissible vectors2014GS. Alberti F. De Mari E. De VitoMonatshefte für Mathematik
Word-level invariant representations from acoustic waveforms2014S. Voinea C. Zhang G. Evangelopoulos… Annual Conference of …
Equivalent definitions of BV space and of total variation on metric measure spaces2014L. Ambrosio S. Di MarinoJournal of Functional Analysis
Alternating proximal regularized dictionary learning2014S. Salzo S. Masecchia A. Verri A. BarlaNeural computation
Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning?2014F. Anselmi JZ. Leibo L. Rosasco J. Mutch A. TacchettiNA
Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging2014G. Chiusano A. Stagliano C. Basso A. VerriArtificial intelligence in …
Proximal methods for the latent group lasso penalty2014S. Villa L. Rosasco S. Mosci A. VerriComputational Optimization and …
Regenerative medicine for the treatment of Teno-desmic injuries of the equine. A series of 150 horses treated with platelet-derived growth factors2014M. Scala S. Lenarduzzi F. Spagnolo M. TrapassoIn Vivo
On local constraints and regularity of PDE in electromagnetics. Applications to hybrid imaging inverse problems2014GS. AlbertiNA
A universally consistent spectral estimator for the support of a distribution2014E. De Vito L. Rosasco A. ToigoAppl Comput Harmonic Anal
A propos de certains problèmes inverses hybrides2014GS. Alberti Y. CapdeboscqSéminaire Laurent Schwartz—EDP et …
A stochastic forward-backward splitting method for solving monotone inclusions in Hilbert spaces2014L. Rosasco S. Villa BC. VũarXiv preprint arXiv:1403.7999
Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than Lipschitz complex coefficients2014GS. Alberti Y. CapdeboscqSIAM Journal on Mathematical Analysis
Emotional charades2014S. Piana A. Staglianò F. Odone A. CamurriProceedings of the 16th …
Quantitative echography in primary uveal melanoma treated by proton beam therapy2014C. Mosci FB. Lanza S. Mosci A. BarlaCanadian Journal of Ophthalmology
Smart Security: Integrated systems for security policies in urban environments2014E. di Bella F. Odone M. Corsi A. Sillitti R. BreuSmart city
Multiview matching of articulated objects2014L. Zini F. Odone A. CavallaroIEEE Transactions on Circuits …
A deep representation for invariance and music classification2014C. Zhang G. Evangelopoulos S. Voinea… on acoustics, speech …
Dictionary based pooling for object categorization2014SR. Fanello N. Noceti G. Metta… Conference on Computer …
A machine learning pipeline for identification of discriminant pathways2014A. Barla G. Jurman R. Visintainer M. SquillarioSpringer Handbook of …
The informative content of the optical flow features of biological motion2014A. Sciutti N. Noceti F. Rea F. Odone A. Verri
Semi-supervised learning of sparse representations to recognize people spatial orientation2014N. Noceti F. Odone2014 IEEE International Conference on …
Learning sets with separating kernels2014E. De Vito L. Rosasco A. ToigoApplied and Computational Harmonic …
Nonparametric sparsity and regularization2013L. Rosasco S. Villa S. Mosci M. SantoroThe Journal of Machine …
Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas2013S. Mascelli A. Barla A. Raso S. Mosci P. NozzaBMC cancer
Structured multi-class feature selection for effective face recognition2013G. Fusco L. Zini N. Noceti F. OdoneInternational Conference on Image …
Reproducing Subgroups of . Part I: Algebraic Classification2013GS. Alberti L. Balletti F. De Mari E. De VitoJournal of Fourier Analysis and …
Background modeling through dictionary learning2013A. Stagliano N. Noceti A. Verri2013 IEEE International …
Precise people counting in real time2013L. Zini N. Noceti F. Odone2013 IEEE International Conference …
Multi-class Image Classification-Sparsity does it Better.2013SR. Fanello N. Noceti G. Metta F. OdoneVISAPP (1)
Knowledge Driven Variable Selection (KDVS)–a new approach to enrichment analysis of gene signatures obtained from high–throughput data2013G. Zycinski A. Barla M. Squillario T. SanaviaSource code for biology …
Magic materials: a theory of deep hierarchical architectures for learning sensory representations2013F. Anselmi JZ. Leibo L. Rosasco J. Mutch A. TacchettiCBCL paper
Does invariant recognition predict tuning of neurons in sensory cortex?2013T. Poggio J. Mutch F. Anselmi A. Tacchetti L. RosascoNA
Keep it simple and sparse: Real-time action recognition2013SR. Fanello I. Gori G. Metta F. OdoneThe Journal of Machine Learning …
On the sample complexity of subspace learning2013A. Rudi GD. Canas L. RosascoAdvances in Neural Information …
Parameter space exploration within dynamic simulations of signaling networks2013C. De Ambrosi A. Barla L. TortolinaMathematical …
A compositional approach for 3D arm-hand action recognition2013I. Gori SR. Fanello F. Odone2013 IEEE Workshop on …
What epipolar geometry can do for video-surveillance2013N. Noceti L. Balduzzi F. OdoneInternational Conference on Image …
Action-based multi-camera synchronization2013L. Zini A. Cavallaro F. OdoneIEEE Journal on Emerging and …
Dictionary learning improves subtyping of breast cancer aCGH data2013S. Masecchia A. Barla S. Salzo2013 35th Annual …
On the duality between p-modulus and probability measures2013L. Ambrosio S. Di Marino G. SavaréarXiv preprint arXiv:1311.1381
A dictionary learning based method for aCGH segmentation.2013S. Masecchia S. Salzo A. Barla A. VerriESANN
Accelerated and inexact forward-backward algorithms2013S. Villa S. Salzo L. Baldassarre A. VerriSIAM Journal on Optimization
GURLS: a least squares library for supervised learning2013A. Tacchetti PK. Mallapragada M. SantoroThe Journal of Machine …
On finite alphabet compressive sensing2013AK. Das S. Vishwanath2013 IEEE International Conference …
Neural model with particle swarm optimization Kalman learning for forecasting in smart grids2013AY. Alanis LJ. Ricalde C. SimettiMathematical Problems in …
Keep It Simple And Sparse: Real-Time Action Recognition.2013SR. Fanello I. Gori G. Metta F. OdoneJournal of Machine Learning …
icub world: Friendly robots help building good vision data-sets2013S. Fanello C. Ciliberto M. Santoro L. NataleProceedings of the …
Quantization and greed are good: One bit phase retrieval, robustness and greedy refinements2013Y. Mroueh L. RosascoarXiv preprint arXiv:1312.1830
One-shot learning for real-time action recognition2013SR. Fanello I. Gori G. Metta F. OdoneIberian Conference on Pattern …
On learnability, complexity and stability2013S. Villa L. Rosasco T. PoggioEmpirical Inference
On multiple frequency power density measurements2013GS. AlbertiInverse Problems
Admissible vectors for mock metaplectic representations2013F. De Mari E. De VitoApplied and Computational Harmonic Analysis
Stability estimates for an inverse problem for the Schrödinger equation at negative energy in two dimensions2013M. SantacesariaApplicable Analysis
A set of full-body movement features for emotion recognition to help children affected by autism spectrum condition2013S. Piana A. Stagliano A. CamurriIDGEI International …
Admissible vectors for mock metaplectic representations2013F. De Mari E. De VitoApplied and Computational Harmonic Analysis
Monochromatic reconstruction algorithms for two-dimensional multi-channel inverse problems2013RG. Novikov M. Santacesaria… Mathematics Research Notices
An extension of Mercer theorem to matrix-valued measurable kernels2013E. De Vito V. Umanità S. VillaApplied and Computational Harmonic …
Existence theorems for optimal fractional trading2013S. Maier-PaapeS
Unsupervised learning of invariant representations in hierarchical architectures2013F. Anselmi JZ. Leibo L. Rosasco J. MutcharXiv preprint arXiv …
On the impact of learning hierarchical representations for visual recognition in robotics2013C. Ciliberto SR. Fanello M. Santoro2013 IEEE/RSJ …
Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy2012C. Mosci FB. Lanza A. Barla S. Mosci J. Hérault
A vision-based navigation facility for planetary entry descent landing2012P. Lanza N. Noceti C. Maddaleno A. Toma… on Computer Vision
Novel automated system for magnetic resonance imaging quantification of the inflamed synovial membrane volume in patients with juvenile idiopathic arthritis2012C. Malattia MB. Damasio C. BassoArthritis care & …
Consistency of learning algorithms using Attouch–Wets convergence2012S. Villa L. Rosasco S. Mosci A. VerriOptimization
Gurls: a toolbox for regularized least squares learning2012A. Tacchetti PS. Mallapragada M. Santoro L. RosascoNA
GURLS: a Toolbox for Regularized Least Squares Learning2012A. Tacchetti PS. Mallapragada M. Santoro L. RosascoNA
Adaptive Optimization for Cross Validation.2012A. Rudi G. Chiusano A. VerriESANN
Multi-output learning via spectral filtering2012L. Baldassarre L. Rosasco A. Barla A. VerriMachine learning
Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment2012B. Di Camillo T. Sanavia M. Martini G. JurmanPloS one
Global stability for the multi-channel Gelʼfand–Calderón inverse problem in two dimensions2012M. SantacesariaBulletin des Sciences Mathematiques
A wind speed neural model with particle swarm optimization kalman learning2012AY. Alanis C. Simetti LJ. RicaldeWorld Automation …
The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work).2012T. Poggio J. Mutch J. Leibo L. Rosasco A. TacchettiNA
All gestures you can: A memory game against a humanoid robot2012I. Gori SR. Fanello G. Metta2012 12th IEEE-RAS …
Multiclass learning with simplex coding2012Y. Mroueh T. Poggio L. RosascoAdvances in Neural …
Learning manifolds with k-means and k-flats2012G. Canas T. Poggio L. RosascoAdvances in neural information …
Analysis of a Parkinson dataset: comparison between KDVS and the standard pipeline2012M. Squillario G. Zycinsky S. Masecchia A. Verri
Learning probability measures with respect to optimal transport metrics2012G. Canas L. RosascoAdvances in Neural Information Processing …
Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma2012S. Masecchia A. Barla M. SquillarioEuropean …
Learning common behaviors from large sets of unlabeled temporal series2012N. Noceti F. OdoneImage and Vision Computing
Inexact and accelerated proximal point algorithms2012S. Salzo S. VillaJournal of Convex analysis
Convergence analysis of a proximal Gauss-Newton method2012S. Salzo S. VillaComputational Optimization and Applications
Face recognition using shearlets2012A. Danti KM. Poornima2012 IEEE 7th International …
Reproducing subgroups of Sp (2, R). Part II: admissible vectors2012GS. Alberti F. De Mari E. De VitoarXiv preprint arXiv …
Combining retrieval and classification for real-time face recognition2012G. Fusco N. Noceti F. Odone2012 IEEE Ninth International …
Evaluating sources of variability in pathway profiling2012A. Barla S. Riccadonna S. MasecchiaarXiv preprint arXiv …
Discriminant functional gene groups identification with machine learning and prior knowledge.2012G. Zycinski M. Squillario A. Barla T. Sanavia A. VerriESANN
Is there sparsity beyond additive models?2012S. Mosci L. Rosasco M. Santoro A. VerriIFAC Proceedings Volumes
Online learning, stability, and stochastic gradient descent2011T. Poggio S. Voinea L. RosascoarXiv preprint arXiv:1105.4701
Kernels for vector-valued functions: A review2011MA. Alvarez L. Rosasco ND. LawrencearXiv preprint arXiv:1106.6251
Gene Ontology based classification improves prediction and gene signature interpretability2011T. Sanavia A. Crepaldi A. Barla B. Di CamilloNA
Learning behavioral patterns of time series for video-surveillance2011N. Noceti M. Santoro F. OdoneMachine Learning for Vision-Based …
SVS: Data and knowledge integration in computational biology2011G. Zycinski A. Barla A. Verri2011 Annual International …
A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization2011E. De Vito V. Umanità S. VillaJournal of Complexity
Paddle: proximal algorithm for dual dictionaries learning2011C. Basso M. Santoro A. Verri S. VillaInternational Conference on Artificial …
Efficient pedestrian detection with group lasso2011L. Zini F. Odone2011 IEEE International Conference on …
Global uniqueness and reconstruction for the multi-channel Gelʼfand–Calderón inverse problem in two dimensions2011RG. Novikov M. SantacesariaBulletin des Sciences Mathematiques
New global stability estimates for the Calder\'on problem in two dimensions2011M. SantacesariaarXiv preprint arXiv:1110.0335
Multi-category and taxonomy learning: A regularization approach2011Y. Mroueh T. Poggio L. RosascoNIPS Workshop on …
Regularization Predicts While Discovering Taxonomy2011Y. Mroueh T. Poggio L. RosascoNA
Reproducing kernel Hilbert spaces in probability and statistics2011A. Berlinet C. Thomas-AgnanNA
Uncovering Candidate Biomarkers for Alzheimer's and Parkison's Diseases with Regularization Methods and Prior Knowledge2011M. Squillario S. Masecchia G. Zycinski… Diseases-Proc AD/PD …
Some recent advances in multiscale geometric analysis of point clouds2011G. Chen AV. Little M. Maggioni L. RosascoWavelets and Multiscale …
Dynamic simulations of kidney exchanges2011M. Beccuti V. Fragnelli G. Franceschinis… research proceedings 2010
DCE-MRI analysis using sparse adaptive representations2011G. Chiusano A. Staglianò C. Basso A. VerriInternational Workshop on …
GURLS: a toolbox for large scale multiclass learning2011A. Tacchetti P. Mallapragada M. SantoroNIPS 2011 workshop on …
Using object affordances to improve object recognition2011C. Castellini T. Tommasi N. NocetiIEEE Transactions …
A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study2011M. Squillario A. BarlaBMC medical genomics
Multiscale geometric methods for estimating intrinsic dimension2011AV. Little M. Maggioni L. RosascoProc. SampTA
Paddle: proximal algorithm for dual dictionaries learning2011C. Basso M. Santoro A. Verri S. VillaInternational Conference on Artificial …
Spectral clustering with more than K eigenvectors2011N. Rebagliati A. VerriNeurocomputing
A machine learning pipeline for discriminant pathways identification2011A. Barla G. Jurman R. Visintainer M. SquillarioInternational Meeting on …
Paddle: proximal algorithm for dual dictionaries learning2011C. Basso M. Santoro A. Verri S. VillaInternational Conference on Artificial …
Neurons that confuse mirror-symmetric object views2010J. Mutch JZ. Leibo S. Smale L. Rosasco T. PoggioNA
A primal-dual algorithm for group sparse regularization with overlapping groups2010S. Mosci S. Villa A. Verri L. RosascoAdvances in Neural Information …
Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions2010V. Umanita S. VillaNumerical functional analysis and optimization
Vector field learning via spectral filtering2010L. Baldassarre L. Rosasco A. Barla A. VerriJoint European Conference …
Generalization and properties of the neural response2010J. Bouvrie T. Poggio L. Rosasco S. Smale A. WibisonoNA
A randomized algorithm for spectral clustering.2010N. Rebagliati A. VerriESANN
A fast algorithm for structured gene selection2010S. Mosci S. Villa A. Verri L. RosascoMachine Learning in …
A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients2010P. Fardin A. Barla S. MosciMolecular …
Learning to grasp objects with multiple contact points2010QV. Le D. Kamm AF. Kara AY. Ng2010 IEEE International …
A regularization approach to nonlinear variable selection2010L. Rosasco M. Santoro S. Mosci A. VerriProceedings of the …
Relative pose estimation for planetary entry descent landing2010L. Zini F. Odone A. Verri P. Lanza A. MarcerAsian Conference on …
Learning and invariance in a family of hierarchical kernels2010A. Wibisono J. Bouvrie L. Rosasco T. PoggioNA
Spectral Regularization for Support Estimation.2010E. De Vito L. Rosasco A. ToigoNIPS
Gel'fand-Calder\'on's inverse problem for anisotropic conductivities on bordered surfaces in2010G. Henkin M. SantacesariaarXiv preprint arXiv:1006.0647
LOW-GRADE GLIOMAS: IDENTIFICATION OF SPECIFIC GENE EXPRESSION PROFILES2010S. Mascelli A. Raso P. Nozza
Dynamic contrast-enhanced magnetic resonance imaging in the assessment of disease activity in patients with juvenile idiopathic arthritis2010C. Malattia MB. Damasio C. Basso A. Verri
Solving structured sparsity regularization with proximal methods2010S. Mosci L. Rosasco M. Santoro A. VerriJoint European conference …
Learning generic invariances in object recognition: translation and scale2010JZ. Leibo J. Mutch L. Rosasco S. Ullman T. PoggioNA
On learning with integral operators.2010L. Rosasco M. Belkin E. De VitoJournal of Machine Learning Research
On an inverse problem for anisotropic conductivity in the plane2010G. Henkin M. SantacesariaInverse Problems
Vector valued reproducing kernel Hilbert spaces and universality2010C. Carmeli E. De Vito A. ToigoAnalysis and Applications
Adaptive kernel methods using the balancing principle2010E. De Vito S. Pereverzyev L. RosascoFoundations of Computational …
Rigidity of Carnot groups relative to multicontact structures2010F. De Mari A. OttazziProceedings of the American Mathematical Society
Dimensional upper bounds for admissible subgroups for the metaplectic representation2010E. Cordero F. De Mari K. NowakMathematische …
A regularization framework for active learning from imbalanced data2010HS. PaskovNA
Learning to classify visual dynamic cues2010N. NocetiNA
Identification of Multiple Hypoxia Signatures in Neuroblastoma Cell Lines by-Regularization and Data Reduction2010P. Fardin A. Cornero A. Barla S. MosciJournal of Biomedicine …
Mathematics of the neural response2010S. Smale L. Rosasco J. Bouvrie A. CaponnettoFoundations of …
A global stability estimate for the Gel'fand-Calderón inverse problem in two dimensions2010R. Novikov M. SantacesariaarXiv preprint arXiv:1008.4888
Spectral regularization for support estimation2010ED. Vito L. Rosasco A. ToigoAdvances in neural information …
Prognostic significance of the genetic signature of hipoxia in the stratification of neuroblastoma patients2010P. Fardin A. Cornero A. Barla
Spectral regularization for support estimation2010ED. Vito L. Rosasco A. ToigoAdvances in neural information …
Low-cost face biometry for visually impaired users2010L. Balduzzi G. Fusco F. Odone S. Dini… IEEE Workshop on …
Towards a theoretical framework for learning multi-modal patterns for embodied agents2009N. Noceti B. Caputo C. Castellini L. Baldassarre… Conference on Image …
13LBA S100A4 transcripts in blood of colon, rectal, and gastric cancer patients: development of a new blood-based assay for improved diagnosis and …2009U. Stein S. Burock P. Herrmann I. WendlerEJC Supplements
The l 1-l 2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines2009P. Fardin A. Barla S. MosciBMC …
Iterative projection methods for structured sparsity regularization2009L. Rosasco A. Verri M. Santoro S. Mosci S. VillaNA
Quantum homodyne tomography as an informationally complete positive-operator-valued measure2009P. Albini E. De Vito A. ToigoJournal of Physics A: Mathematical …
On invariance in hierarchical models2009J. Bouvrie L. Rosasco T. PoggioAdvances in Neural Information …
Clinical evaluation of a (1, 3)-β-d-glucan assay for presumptive diagnosis of Pneumocystis jiroveci pneumonia in immunocompromised patients2009V. Del Bono A. Mularoni E. FurfaroClinical and Vaccine …
Clinical evaluation of a (1, 3)-β-d-glucan assay for presumptive diagnosis of Pneumocystis jiroveci pneumonia in immunocompromised patients2009V. Del Bono A. Mularoni E. FurfaroClinical and Vaccine …
Elastic-net regularization in learning theory2009C. De Mol E. De Vito L. RosascoJournal of Complexity
Incentive compatibility in kidney exchange problems2009S. Villa F. PatroneHealth care management science
Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France2009C. Mosci S. Mosci A. Barla S. SquarciaEuropean journal of …
The l1-l2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines2009P. Fardin A. Barla S. Mosci L. Rosasco A. VerriBMC genomics
Deployment of a regularized feature selection framework on an overlay desktop grid2009A. Barla M. Ferrante2009 International Workshop on High …
A classification architecture based on connected components for text detection in unconstrained environments2009L. Zini A. Destrero F. Odone2009 Sixth IEEE International …
Spatio-temporal constraints for on-line 3D object recognition in videos2009N. Noceti E. Delponte F. OdoneComputer vision and image …
A regularized method for selecting nested groups of relevant genes from microarray data2009C. De Mol S. Mosci M. TraskineJournal of Computational …
Sufficient conditions for uniform stability of regularization algorithms2009A. Wibisono L. Rosasco T. Poggio… Technical Report, MIT-CSAIL-TR-2009 …
Segmentation of inflamed synovia in multi-modal 3D MRI2009C. Basso M. Santoro A. Verri2009 IEEE International …
Combined motion and appearance models for robust object tracking in real-time2009N. Noceti A. Destrero A. Lovato2009 Sixth IEEE …
A regularized framework for feature selection in face detection and authentication2009A. Destrero C. De Mol F. Odone A. VerriInternational journal of computer …
A new algorithm to learn an optimal kernel based on Fenchel duality2008S. Mosci M. Santoro A. Verri S. VillaNIPS 2008 workshop …
Unsupervised learning of behavioural patterns for video-surveillance2008N. Noceti M. Santoro F. OdoneNA
Algebraic stability indicators for ranked lists in molecular profiling2008G. Jurman S. Merler A. Barla S. Paoli A. Galea
3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques.2008U. Castellani GM. Cortelazzo M. CristaniEurographics Italian …
Machine learning methods for predictive proteomics2008A. Barla G. Jurman S. RiccadonnaBriefings in …
Generic well posedness in linear programming2008R. Lucchetti P. Radrizzani S. VillaNA
String-based spectral clustering for understanding human behaviours2008N. Noceti M. Santoro F. Odone VD. DisiWorkshop on Tracking …
A sparsity-enforcing method for learning face features2008A. Destrero C. De Mol F. OdoneIEEE Transactions on …
Fitting 3D morphable models using implicit representations2008C. Basso A. VerriJVRB-Journal of Virtual Reality and Broadcasting
Spectral algorithms for supervised learning2008LL. Gerfo L. Rosasco F. Odone ED. Vito A. VerriNeural Computation
Generic well posedness in Linear Programming2008R. Lucchetti P. Radrizzani S. VillaNA
Finding structured gene signatures2008S. Mosci A. Barla A. Verri2008 IEEE International …
A note on perturbation results for learning empirical operators2008L. Rosasco M. Belkin ED. VitoNA
Simple algorithms to solve sparsity based regularization via fenchel duality2008S. Mosci M. Santoro A. VerriOPT 2008 …
A prototype system for unconstrained face verification based on statistical learning2008A. Destrero A. Lovato F. OdoneNA
1 A Statistical Learning approach to Liver Iron Overload Estimation2008L. Baldassarre B. Gianesin A. Barla M. MarinelliNA
Adaptive learning via the balancing principle2008E. De Vito S. Pereverzev L. RosascoNA
A method for robust variable selection with significance assessment.2008A. Barla S. Mosci L. Rosasco A. VerriESANN
Vector valued regression for iron overload estimation2008L. Baldassarre A. Barla B. Gianesin… Conference on Pattern …
Optimal rates for the regularized least-squares algorithm2007A. Caponnetto E. De VitoFoundations of Computational Mathematics
A grid environment for high-throughput proteomics2007M. Cannataro A. Barla R. Flor G. JurmanIEEE Transactions …
Image Classification and Retrieval with Kernel Methods2007F. Odone A. VerriKernel Methods in Bioengineering, Signal and …
On early stopping in gradient descent learning2007Y. Yao L. Rosasco A. CaponnettoConstructive Approximation
Dimensionality reduction and generalization2007S. Mosci L. Rosasco A. Verri… of the 24th international conference on …
Spatio-temporal constraints for matching view-based descriptions of 3D objects2007E. Delponte N. Noceti F. Odone… Workshop on Image …
On regularization algorithms in learning theory2007F. Bauer S. Pereverzev L. RosascoJournal of complexity
A regularized approach to feature selection for face detection2007A. Destrero C. De Mol F. Odone A. VerriAsian Conference on Computer …
The Heisenberg group, SL (3, R), and rigidity2007M. Eastwood R. McCallum… Analysis, Group …
On the regularization of sliding modes2007L. Levaggi S. VillaSIAM Journal on Optimization
A system for face detection and tracking in unconstrained environments2007A. Destrero F. Odone A. Verri2007 IEEE Conference on …
Biometrics from brain electrical activity: A machine learning approach2007R. Palaniappan DP. Mandic… on pattern analysis and machine …
A trainable system for face detection in unconstrained environments2007A. Destrero F. Odone A. Verri14th International Conference on …
The importance of continuous views for real-time 3d object recognition2007E. Delponte N. Noceti F. OdoneICCV07 Workshop on 3D …
On early stopping in gradient descent learning2007Y. Yao L. Rosasco A. CaponnettoConstructive Approximation
Appearance-based 3D object recognition with time-invariant features2007E. Delponte N. Noceti F. Odone… conference on image …
Shape categorization using string kernels2006MR. Daliri E. Delponte A. Verri V. TorreJoint IAPR International …
Analysis on a local approach to 3d object recognition2006E. Delponte E. Arnaud F. Odone A. VerriJoint Pattern Recognition …
Approximability of Sliding Modes and Regularization2006L. Levaggi S. Villa… on Variable Structure Systems, 2006. VSS' …
Trains of keypoints for 3d object recognition2006E. Arnaud E. Delponte F. Odone A. VerriNA
Preliminary analysis of indoor pollution from nitrogen dioxide in an area of Northern Italy2006M. Ponzio S. Villani F. Frigerio A. VerriEpidemiologia e …
A viewpoint invariant approach for crowd counting2006D. Kong D. Gray H. Tao18th International Conference on …
Reproducing groups for the metaplectic representation2006E. Cordero F. De Mari K. Nowak A. TabaccoPseudo-differential operators …
Vector valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem2006C. Carmeli E. De Vito A. ToigoAnalysis and Applications
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples2006M. Belkin P. Niyogi V. SindhwaniJournal of machine learning research
Analytic features of reproducing groups for the metaplectic representation2006E. Cordero F. De Mari K. Nowak A. TabaccoJournal of Fourier Analysis …
Discretization error analysis for Tikhonov regularization2006E. De Vito L. Rosasco A. CaponnettoAnalysis and Applications
Regularization Approaches in Learning Theory2006L. RosascoNA
SVD-matching using SIFT features2006E. Delponte F. Isgrò F. Odone A. VerriGraphical models
An approach to human motion analysis and modelling2006D. Mavrikios V. Karabatsou K. AlexopoulosInternational Journal of …
Experiments on a license plate recognition system2006F. OdoneDISI, Universita degli Studi di Genova, Italy, Tech. rep …
Proteome profiling without selection bias2006A. Barla B. Irler S. Merler G. Jurman… IEEE Symposium on …
State transfer instead of teleportation in measurement-based quantum computation2005S. PerdrixInternational Journal of Quantum Information
Support vector algorithms as regularization networks.2005A. Caponnetto L. Rosasco F. Odone A. VerriESANN
Large baseline matching of scale invariant features2005E. Delponte F. Isgrò F. Odone A. VerriInternational Conference on Image …
Statistical learning approaches with application to face detection2005E. Franceschi F. Odone A. VerriAdvanced Studies in Biometrics
A classical tool rivisited: Object detection by statistical testing2005E. Franceschi F. Odone F. SmeraldiProceedings of the …
A novel kernel method for clustering2005F. Camastra A. VerriIEEE transactions on pattern analysis and …
A Classical Tool Revisited: Object Detection by Statistical Testing2005E. Franceschi F. Odone F. SmeraldiProceedings of the …
Contact and Conformal Maps in2005M. Cowling F. De Mari A. Korányi HM. ReimannGeometriae Dedicata
On Early Stopping In Gradient Descent Boosting2005Y. Yao L. Rosasco A. CaponnettoNA
Spectral methods for regularization in learning theory2005L. Rosasco E. De Vito A. VerriDISI, Universita degli Studi di Genova …
Model selection for regularized least-squares algorithm in learning theory2005E. De Vito A. Caponnetto L. RosascoFoundations of Computational …
Learning from Examples as an Inverse Problem.2005E. De Vito L. Rosasco A. CaponnettoJournal of Machine …
Feature selection with nonparametric statistics2005E. Franceschi F. Odone F. Smeraldi… Conference on Image …
Learning from examples as an inverse problem2005ED. Vito L. Rosasco A. CaponnettoJournal of Machine …
Empirical effective dimension and optimal rates for regularized least squares algorithm2005A. Caponnetto L. Rosasco E. De Vito A. VerriNA
Risk bounds for regularized least-squares algorithm with operatorvalued kernels2005A. Caponnetto E. De VitoNA
Building kernels from binary strings for image matching2005F. Odone A. Barla A. VerriIEEE Transactions on Image …
An open system for 3D data acquisition from multiple sensor2005F. Isgro F. Odone A. VerriSeventh International Workshop on …
Image processing and analysis: variational, PDE, wavelet, and stochastic methods2005TF. Chan J. ShenNA
Learning, regularization and ill-posed inverse problems2004L. Rosasco A. Caponnetto E. VitoAdvances in …
Finding objects with hypothesis testing2004E. Franceschi F. Odone F. Smeraldi… of International Workshop …
Well-posedness of nonconvex integral functionals2004S. VillaSIAM journal on control and optimization
Are loss functions all the same?2004L. Rosasco ED. Vito A. Caponnetto M. PianaNeural Computation
The Theory of Symmetry Actions in Quantum Mechanics: with an application to the Galilei group2004G. Cassinelli E. Vito A. Levrero PJ. LahtiNA
Positive operator valued measures covariant with respect to an Abelian group2004G. Cassinelli E. De Vito A. ToigoJournal of Mathematical Physics
A complete characterization of phase space measurements2004C. Carmeli G. Cassinelli E. DeVito A. ToigoarXiv preprint quant-ph …
Some properties of regularized kernel methods2004ED. Vito L. Rosasco A. Caponnetto M. PianaJournal of Machine …
Pattern Recognition with Support Vector Machines: First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings2003SW. Lee A. VerriNA
Feature selection for high-dimensional data: A fast correlation-based filter solution2003L. Yu H. LiuProceedings of the 20th international conference on …
A multimedia, multichannel, and personalized news provider2003M. Delato A. Martelli M. Martelli V. Mascardi… Workshop on Multimedia …
Positive operator valued measures covariant with respect to an irreducible representation2003G. Cassinelli E. De Vito A. ToigoJournal of mathematical physics
Old fashioned state-of-the-art image classification2003A. Barla F. Odone A. Verri12th International Conference on …
AW-convergence and well-posedness of non convex functions2003S. VillaJournal of Convex Analysis
Square-integrability modulo a subgroup2003G. Cassinelli E. De VitoTransactions of the American Mathematical …
Histogram intersection kernel for image classification2003A. Barla F. Odone A. VerriProceedings 2003 international …
Layered representation of a video shot with mosaicing2002E. Trucco F. Odone A. FusielloPattern Analysis & Applications
Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines2002SW. Lee A. VerriNA
Structural, syntactic, and statistical pattern recognition2002T. Caelli A. Amin RP.W Duin M. Kamel D. de RidderNA
Regularization and statistical learning theory for data analysis2002T. Evgeniou T. Poggio M. Pontil A. VerriComputational Statistics & Data …
Hausdorff kernel for 3D object acquisition and detection2002A. Barla F. Odone A. VerriEuropean Conference on Computer Vision
Localization type Berezin-Toeplitz2002F. De Mari K. NowakThe Journal of Geometric Analysis
Image kernels2002A. Barla E. Franceschi F. Odone A. VerriInternational Workshop on …
Contact and conformal maps on Iwasawa N groups2002M. Cowling F. De Mari A. KorányiAtti della Accademia …
Uniform eigenvalue estimates for time-frequency localization operators2002F. De Mari HG. FeichtingerJournal of the London …
Learning and vision machines2002B. Heisele A. Verri T. PoggioProceedings of the IEEE
On benchmarking optical flow2001B. McCane K. Novins D. Crannitch B. GalvinComputer Vision and Image …
SU (1, 1) tomography2001GM. D'Ariano E. De Vito L. MacconePhysical Review A
On discrete frames associated with semidirect products2001P. Aniello G. Cassinelli E. De Vito A. LevreroJournal of Fourier Analysis …
Rigidity of H–type groups2001HM. ReimannMathematische Zeitschrift
Surface reconstruction using adaptive clustering methods2001B. Heckel AE. Uva B. Hamann KI. JoyGeometric Modelling
Analysis of the affine transformations of the time-frequency plane2001F. De Mari K. NowakBulletin of the Australian Mathematical Society
A trainable system for grading fish from images2001F. Odone E. Trucco A. VerriApplied Artificial Intelligence
General purpose matching of grey level arbitrary images2001F. Odone E. Trucco A. VerriInternational Workshop on Visual Form
A flexible algorithm for image matching2001F. Odone E. Trucco A. VerriProceedings 11th International …
Robust motion segmentation for content-based video coding2000F. Odone A. Fusiello E. Truccothe 6th Conference on Content …
Square-integrable imprimitivity systems2000G. Cassinelli E. De Vito A. LevreroJournal of Mathematical …
Dynamic video mosaicing and augmented reality for subsea inspection and monitoring2000E. Trucco A. Doull F. Odone A. FusielloOceanology …
Phase space observables and isotypic spaces2000G. Cassinelli E. De Vito P. LahtiJournal of Mathematical …
Dynamic video mosaics and augmented reality for subsea inspection and monitoring2000E. Trucco A. Doull F. Odone A. Fusielloin Proceedings of the …
A theorem of Ludwig revisited2000G. Cassinelli E. De Vito P. Lahti A. LevreroFoundations of Physics
Distortions of memory.2000HL. Roediger KB. McDermottNA
A compact algorithm for rectification of stereo pairs2000A. Fusiello E. Trucco A. VerriMachine vision and applications
Group theoretical quantum tomography2000G. Cassinelli GM. D'ariano E. De VitoJournal of Mathematical …
Fish grading using machine vision and statistical learning2000E. Trucco G. Ouzounis F. OdoneProceedings of …
Learning to recognize visual dynamic events from examples2000M. Pittore M. Campani A. VerriInternational Journal of Computer Vision
Support vector machine classification of microarray data1999S. Mukherjee P. Tamayo D. Slonim A. Verri T. GolubNA
Support vector machines vs multi-layer perceptrons in particle identification.1999N. Barabino M. Pallavicini A. Petrolini M. Pontil A. VerriESANN
Finding the epipole from uncalibrated optical flow1999A. Verri E. TruccoImage and vision computing
Toda flows and real Hessenberg manifolds1999F. De Mari M. PedroniThe Journal of Geometric Analysis
Context problems in realistic mathematics education: A calculus course as an example1999K. Gravemeijer M. DoormanEducational studies in mathematics
Representing and recognizing visual dynamic events with support vector machines1999M. Pittore C. Basso A. VerriProceedings 10th International …
Frames from imprimitivity systems1999P. Aniello G. Cassinelli E. De VitoJournal of Mathematical …
A note on support vector machine degeneracy1999R. Rifkin M. Pontil A. VerriInternational Conference on Algorithmic …
Recognizing 3-d objects with linear support vector machines1998M. Pontil S. Rogai A. VerriEuropean Conference on Computer Vision
Properties of support vector machines1998M. Pontil A. VerriNeural Computation
Square-integrability of induced representations of semidirect products1998P. Aniello G. Cassinelli E. de VitoReviews in Mathematical …
Support vector machines for 3D object recognition1998M. Pontil A. VerriIEEE transactions on pattern analysis and …
Symmetries of the quantum state space and group representations1998G. Cassinelli E. de Vito P. LahtiReviews in Mathematical …
Introductory techniques for 3-D computer vision1998E. Trucco A. VerriNA
The nearest-neighbor technique for particle identification1998M. Pallavicini C. Patrignani M. Pontil A. VerriNuclear Instruments and …
Wavelet transforms and discrete frames associated to semidirect products1998P. Aniello G. Cassinelli E. De VitoJournal of Mathematical …
Integrability of the quantum adiabatic evolution and geometric phases1997G. Cassinelli E. De Vito A. LevreroJournal of Mathematical …
On the decompositions of a quantum state1997G. Cassinelli E. De Vito A. LevreroJournal of Mathematical Analysis and …
Rectification with unconstrained stereo geometry.1997A. Fusiello E. Trucco A. VerriBMVC
Computing size functions from edge maps1997C. Uras A. VerriInternational Journal of Computer Vision
Direct aspect-based 3-d object recognition1997M. Pontil A. VerriInternational Conference on Image Analysis and …
Symmetry groups in quantum mechanics and the theorem of Wigner on the symmetry transformations1997G. Cassinelli E. de Vito PJ. LahtiReviews in Mathematical …
There is more to vision than geometry—reply to Pizlo, Rosenfeld, and Weiss1997A. VerriComputer Vision and Image Understanding
Metric-topological approach to shape representation and recognition1996A. Verri C. UrasImage and vision computing
The Weyl group as fixed point set of smooth involutions1996F. De MariJournal of Lie Theory
Aspect-based object recognition with size functions1996A. Verri C. Uras… of 13th International Conference on Pattern …
Sign Language Recognition: an Application of the Theory of Size Functions.1995C. Uras A. VerriBMVC
Analysis of second order differential operators with complex coefficients on the Heisenberg group.1995MM. Peloso F. De Mari F. RicciJournal für die reine und …
Analysis of second order differential operators with complex coefficients on the Heisenberg group1995F. Mari MM. Peloso F. RicciJournal fur die Reine und Angewandte …
The spaces of improper rational matrices and ARMA-systems of fixed McMillan degree1995F. De Mari H. Glüsing-LüerßenJournal of Mathematical Systems …
On the recognition of the alphabet of the sign language through size functions1994C. Uras A. VerriProceedings of the 12th IAPR International …
Studying shape through size functions1994C. Uras A. VerriShape in Picture
Geometric phase and sequential measurements in quantum mechanics1994G. Cassinelli E. De Vito P. Lahti A. LevreroPhysical Review A
Pancharatnam's Phase for polarized light1994E. De Vito A. LevreroJournal of Modern Optics
Properties of the range of a state operator1994G. Cassinelli E. De Vito PJ. LahtiReports on Mathematical Physics
Invariant size functions1993A. Verri C. UrasJoint European-US Workshop on Applications of …
Vehicle guidance from one dimensional optical flow1993E. De Micheli A. VerriProceedings of the Intelligent Vehicles' 93 …
On the use of size functions for shape analysis1993A. Verri C. Uras P. Frosini M. FerriBiological cybernetics
First-order analysis of optical flow in monkey brain1992GA. Orban L. Lagae A. Verri S. RaiguelProceedings of the …
Identifying multiple motions from optical flow1992A. Rognone M. Campani A. VerriEuropean Conference on Computer …
Motion analysis from first-order properties of optical flow1992M. Campani A. VerriCVGIP: Image Understanding
Hessenberg varieties1992F. De Mari C. Procesi MA. ShaymanTransactions of the American …
Computational aspects of motion perception in natural and artificial vision systems1992A. Verri M. Straforini V. Torre… Transactions of the …
Green theorems and qualitative properties of the optical flow1991T. Poggio A. Verri V. TorreNA
Computing optical flow from an overconstrained system of linear algebraic equations1990M. Campani A. VerriProceedings Third International Conference on …
Topological aspects of robust control1990F. De Mari R. OberControl of uncertain systems
Limit cycles of the two-dimensional motion field1990A. Verri F. AicardiBiological cybernetics
Differential techniques for optical flow1990A. Verri F. Girosi V. TorreJOSA A
Mathematical properties of the two-dimensional motion field: from singular points to motion parameters1989A. Verri F. Girosi V. TorreJOSA A
Motion field and optical flow: Qualitative properties1989A. Verri T. PoggioIEEE Transactions on pattern analysis and …
Constraints for the computation of optical flow1989F. Girosi A. Verri V. TorreProceedings Workshop on Visual Motion
Motion Segmentation from Optical Flow.1989A. Verri S. Uras E. De MicheliAlvey Vision Conference
Navigation by tracking vanishing points1989P. Bellutta G. Collini A. Verri V. TorreNA
Motion field and optical flow: Qualitative properties1989A. Verri T. PoggioIEEE Transactions on pattern analysis and …
3D visual information from vanishing points1989P. Bellutta G. Collini A. Verri V. TorreProceedings. Workshop on …
Hessenberg Varieties and Generalized Eulerian Numbers for Semisimple Lie Groups: The Classical Cases.1988F. Mari MA. ShaymanNA
Analysis of differential and matching methods for optical flow1988JJ. Little A. VerriNA
Some perspective projection invariants1988A. Verri A. YuilleJOSA A
A computational approach to motion perception1988S. Uras F. Girosi A. Verri V. TorreBiological Cybernetics
Generalized Eulerian numbers and the topology of the Hessenberg variety of a matrix1988F. De Mari MA. ShaymanActa Applicandae Mathematica
Regularization theory and shape constraints1986A. Verri T. PoggioNA
Absolute depth estimate in stereopsis1986A. Verri V. TorreJOSA A
Canonical subgroups of formal groups1979J. LubinTransactions of the American Mathematical Society
Nonrelativistic particles and wave equations1967JM. Lévy-LeblondCommunications in Mathematical Physics
Invariant metrics in groups (solution of a problem of Banach)1952VL. KleeProceedings of the American Mathematical Society
Trasporto ottimo e problemi di evoluzione per sistemi di particelle1862S. Di Marino LA.PM PratelliNA
Vmgdb–the contact visuo motor grasping databaseNAN. Noceti C. Castellini B. Caputo F. OdoneNA
Infinitesimal Hilbertianity of locally CAT (κ)-spaces. SubmittedNAS. Di Marino N. Gigli E. Pasqualetto E. SoultanisNA
Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope. Accepted at Adv. StNAL. Ambrosio M. Colombo S. Di MarinoNA
Towards and unsupervised framework for behavior analysisNAN. Noceti F. OdoneNA
Teaching robots to learn new objects in constant timeNAR. Camoriano G. Pasquale C. Ciliberto L. NataleNA
SPECIFIC GENE EXPRESSION SIGNATURES OF LOW-GRADE GLIOMAS (LGG): LGG. 19.NAS. Mascelli A. Raso P. Nozza S. Pignatelli R. BiassoniNA
Generalization properties of doubly online learning algorithmsNAJ. Lin L. RosascoNA
Reproducing formulas and commutative operator algebras related to affine transformations of the time-frequency planeNAF. De Mari K. NowakNA
Design of assistive tools for the marketNAM. Chessa N. Noceti C. Martini F. Solari F. OdoneNA
A molecular based subtyping in juvenile idiopathic arthritis (JIA)NAM. Squillario C. Malattia C. Basso A. BarlaNA