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Publications

  • 2020

    Cone-Adapted Shearlets and Radon Transforms
    F. Bartolucci F. De Mari E. De Vito
    Advances in Microlocal and Time …

  • Linear Lipschitz and C1 extension operators through random projection
    E. Bruè S. Di Marino F. Stra
    Journal of Functional Analysis

  • Calderón's inverse problem with a finite number of measurements II: independent data
    GS. Alberti M. Santacesaria
    Applicable Analysis

  • A short proof of the infinitesimal Hilbertianity of the weighted Euclidean space
    S. Di Marino D. Lučić E. Pasqualetto
    arXiv preprint arXiv:2005.02924

  • Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing.
    G. Boccignone C. de'Sperati M. Granato G. Grossi
    ICPRAM

  • Markerless gait analysis in stroke survivors based on computer vision and deep learning: a pilot study
    M. Moro G. Marchesi F. Odone M. Casadio
    Proceedings of the 35th …

  • Thresholding gradient methods in Hilbert spaces: support identification and linear convergence
    G. Garrigos L. Rosasco S. Villa
    ESAIM: Control, Optimisation and …

  • Optimal Transport losses and Sinkhorn algorithm with general convex regularization
    S. Di Marino A. Gerolin
    arXiv preprint arXiv:2007.00976

  • A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings
    C. Ciliberto L. Rosasco A. Rudi
    arXiv preprint arXiv:2002.05424

  • Positive technology for elderly well-being: A review
    G. Grossi R. Lanzarotti P. Napoletano N. Noceti
    Pattern Recognition …

  • Fast region proposal learning for object detection for robotics
    F. Ceola E. Maiettini G. Pasquale L. Rosasco
    arXiv preprint arXiv …

  • An Optimal Transport approach for the Schrödinger bridge problem and convergence of Sinkhorn algorithm
    S. Di Marino A. Gerolin
    Journal of Scientific Computing

  • Gaze estimation for assisted living environments
    PA. Dias D. Malafronte H. Medeiros
    The IEEE Winter …

  • Fast Region Proposal Learning for Object Detection for Robotics
    F. Ceola E. Maiettini G. Pasquale L. Rosasco
    arXiv preprint arXiv …

  • Calderón's inverse problem with a finite number of measurements II: independent data
    GS. Alberti M. Santacesaria
    Applicable Analysis

  • Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling
    N. Sterge B. Sriperumbudur
    International …

  • Near-linear time Gaussian process optimization with adaptive batching and resparsification
    D. Calandriello L. Carratino A. Lazaric
    International …

  • A tumor growth model of Hele-Shaw type as a gradient flow
    L. Chizat S. Di Marino
    ESAIM: Control, Optimisation and Calculus of …

  • The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning …
    G. Brichetto MM. Bragadin S. Fiorini MA. Battaglia
    Neurological …

  • Faster kriging: facing high-dimensional simulators
    X. Lu R. Alessandro E. Borgonovo R. Lorenzo
    NA

  • Kernel methods through the roof: handling billions of points efficiently
    G. Meanti L. Carratino L. Rosasco
    Advances in Neural …

  • Interpolation and Learning with Scale Dependent Kernels
    N. Pagliana A. Rudi E. De Vito L. Rosasco
    arXiv preprint arXiv …

  • Optimal rates for spectral algorithms with least-squares regression over hilbert spaces
    J. Lin A. Rudi L. Rosasco V. Cevher
    Applied and Computational Harmonic …

  • Asymptotics of Ridge (less) Regression under General Source Condition
    D. Richards J. Mourtada L. Rosasco
    arXiv preprint arXiv:2006.06386

  • Neural networks for classification of strokes in electrical impedance tomography on a 3D head model
    V. Candiani M. Santacesaria
    arXiv preprint arXiv:2011.02852

  • Classification of stroke using Neural Networks in Electrical Impedance Tomography
    JP. Agnelli A. Çöl M. Lassas R. Murthy
    arXiv preprint arXiv …

  • Near-linear Time Gaussian Process Optimization with Adaptive Batching and Resparsification
    D. Calandriello L. Carratino M. Valko A. Lazaric
    arXiv preprint arXiv …

  • Decentralised learning with random features and distributed gradient descent
    D. Richards P. Rebeschini
    … Conference on Machine …

  • On-line object detection: a robotics challenge
    E. Maiettini G. Pasquale L. Rosasco L. Natale
    Autonomous Robots

  • 2019

    An entropy minimization approach to second-order variational mean-field games
    JD. Benamou G. Carlier S. Di Marino
    … Models and Methods in …

  • Unitarization and inversion formulae for the Radon transform between dual pairs
    GS. Alberti F. Bartolucci F. De Mari E. De Vito
    SIAM Journal on Mathematical …

  • Essential spectrum for Maxwell's equations
    GS. Alberti M. Brown M. Marletta I. Wood
    Annales Henri Poincaré

  • Theory III: Dynamics and Generalization in Deep Networks1
    A. Banburski Q. Liao B. Miranda T. Poggio
    arXiv preprint arXiv …

  • On the randomised stability constant for inverse problems
    GS. Alberti Y. Capdeboscq Y. Privat
    arXiv preprint arXiv:1903.11273

  • Dynamic spike superresolution and applications to ultrafast ultrasound imaging
    GS. Alberti H. Ammari F. Romero T. Wintz
    SIAM Journal on Imaging Sciences

  • Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE
    GS. Alberti M. Santacesaria
    Applied and Computational Harmonic Analysis

  • Beating SGD Saturation with Tail-Averaging and Minibatching
    N. Mücke G. Neu L. Rosasco
    Advances in Neural Information …

  • How do implementation bugs affect the results of machine learning algorithms?
    M. Leotta D. Olianas F. Ricca N. Noceti
    Proceedings of the 34th ACM …

  • The Effects of Data Sources: A Baseline Evaluation of the MoCA Dataset
    E. Nicora G. Goyal N. Noceti F. Odone
    International Conference on Image …

  • Infinite-dimensional inverse problems with finite measurements
    GS. Alberti M. Santacesaria
    arXiv preprint arXiv:1906.10028

  • Designing audio-visual tools to support multisensory disabilities
    N. Noceti L. Giuliani J. Sosa-Garciá L. Brayda
    … Behavior Analysis in the …

  • New characterizations of Sobolev metric spaces
    S. Di Marino M. Squassina
    Journal of Functional Analysis

  • Accelerated iterative regularization via dual diagonal descent
    L. Calatroni G. Garrigos L. Rosasco S. Villa
    arXiv preprint arXiv …

  • Continuity of multimarginal optimal transport with repulsive cost
    M. Colombo S. Di Marino F. Stra
    SIAM Journal on Mathematical Analysis

  • Visual Tracking with Autoencoder-Based Maximum A Posteriori Data Fusion
    Y. Reznichenko E. Prampolini
    2019 IEEE 43rd …

  • Towards a Real Time Obstacle Detection System for Unmanned Surface Vehicles
    M. Sorial I. Mouawad E. Simetti
    OCEANS 2019 MTS …

  • Calderón's inverse problem with a finite number of measurements
    GS. Alberti M. Santacesaria
    Forum of Mathematics, Sigma

  • Similarity Judgments of Hand-Based Actions: From Human Perception to a Computational Model
    P. Hemeren V. Nair E. Nicora A. Vignolo
    … Conference on Visual …

  • A Weakly Supervised Strategy for Learning Object Detection on a Humanoid Robot
    E. Maiettini G. Pasquale V. Tikhanoff
    2019 IEEE-RAS 19th …

  • Implicit Regularization of Accelerated Methods in Hilbert Spaces
    N. Pagliana L. Rosasco
    Advances in Neural Information Processing …

  • Symmetry-adapted representation learning
    F. Anselmi G. Evangelopoulos L. Rosasco T. Poggio
    Pattern Recognition

  • The Radon transform intertwines wavelets and shearlets
    F. Bartolucci F. De Mari E. De Vito F. Odone
    Applied and Computational …

  • Beating SGD saturation with tail-averaging and minibatching
    N. Mücke G. Neu L. Rosasco
    Advances in Neural Information …

  • Implicit regularization of accelerated methods in hilbert spaces
    N. Pagliana L. Rosasco
    Advances in Neural Information Processing …

  • Fast approximation of orthogonal matrices and application to PCA
    C. Rusu L. Rosasco
    arXiv preprint arXiv:1907.08697

  • Convergence of stochastic proximal gradient algorithm
    L. Rosasco S. Villa BC. Vũ
    Applied Mathematics & Optimization

  • Are we done with object recognition? The iCub robot's perspective
    G. Pasquale C. Ciliberto F. Odone L. Rosasco
    Robotics and …

  • Linear extension operators between spaces of Lipschitz maps and optimal transport
    L. Ambrosio D. Puglisi
    Journal für die reine und angewandte …

  • Human motion understanding for selecting action timing in collaborative human-robot interaction
    F. Rea A. Vignolo A. Sciutti N. Noceti
    Front. Robot. AI

  • Reproducing kernel Hilbert spaces on manifolds: Sobolev and Diffusion spaces
    E. De Vito N. Mücke L. Rosasco
    arXiv preprint arXiv:1905.10913

  • Theory III: Dynamics and Generalization in Deep Networks--a simple solution
    A. Banburski Q. Liao B. Miranda L. Rosasco
    arXiv preprint arXiv …

  • Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring
    C. Patrone A. Cella C. Martini S. Pericu
    Geriatric …

  • Gaussian process optimization with adaptive sketching: Scalable and no regret
    D. Calandriello L. Carratino A. Lazaric M. Valko
    arXiv preprint arXiv …

  • JKO estimates in linear and non-linear Fokker-Planck equations, and Keller-Segel: L p and Sobolev bounds
    S. Di Marino F. Santambrogio
    arXiv preprint arXiv:1911.10999

  • Monte Carlo wavelets: a randomized approach to frame discretization
    Z. Kereta S. Vigogna V. Naumova
    … on Sampling Theory …

  • 2018

    Designing assistive tools for the market
    M. Chessa N. Noceti C. Martini F. Solari
    Computer Vision for …

  • A multi-camera system for damage and tampering detection in a postal security framework
    N. Noceti L. Zini F. Odone
    EURASIP Journal on Image and Video …

  • Learning with sgd and random features
    L. Carratino A. Rudi L. Rosasco
    Advances in Neural Information …

  • View-invariant robot adaptation to human action timing
    N. Noceti F. Odone F. Rea A. Sciutti
    Proceedings of SAI …

  • Constrained DMPs for feasible skill learning on humanoid robots
    A. Duan R. Camoriano D. Ferigo
    2018 IEEE-RAS 18th …

  • Latent variable time-varying network inference
    F. Tomasi V. Tozzo S. Salzo A. Verri
    Proceedings of the 24th ACM …

  • Speeding-up object detection training for robotics with falkon
    E. Maiettini G. Pasquale L. Rosasco
    2018 IEEE/RSJ …

  • Deep association learning for unsupervised video person re-identification
    Y. Chen X. Zhu S. Gong
    arXiv preprint arXiv:1808.07301

  • Data-driven continuous assessment of frailty in older people
    C. Martini A. Barla F. Odone A. Verri A. Cella
    Frontiers in Digital …

  • Guest editorial a sense of interaction in humans and robots: From visual perception to social cognition
    A. Sciutti N. Noceti
    IEEE Transactions on Cognitive and …

  • A Visual Computing Approach for Estimating the Motility Index in the Frail Elder.
    C. Martini N. Noceti M. Chessa A. Barla
    VISIGRAPP (5 …

  • Manifold structured prediction
    A. Rudi C. Ciliberto GM. Marconi
    Advances in Neural …

  • Solving lp-norm regularization with tensor kernels
    S. Salzo L. Rosasco J. Suykens
    … Conference on Artificial …

  • On fast leverage score sampling and optimal learning
    A. Rudi D. Calandriello L. Carratino
    Advances in Neural …

  • ADef: an iterative algorithm to construct adversarial deformations
    R. Alaifari GS. Alberti T. Gauksson
    arXiv preprint arXiv:1804.07729

  • Hölder regularity for Maxwell's equations under minimal assumptions on the coefficients
    GS. Alberti
    Calculus of Variations and Partial Differential …

  • Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT
    E. Beretta S. Micheletti S. Perotto
    Journal of Computational …

  • Modified Fejér sequences and applications
    J. Lin L. Rosasco S. Villa DX. Zhou
    Computational Optimization and …

  • Iterative regularization via dual diagonal descent
    G. Garrigos L. Rosasco S. Villa
    Journal of Mathematical Imaging and …

  • Space–Time Signal Analysis and the 3D Shearlet Transform
    D. Malafronte E. De Vito F. Odone
    Journal of Mathematical Imaging and …

  • Statistical and computational trade-offs in kernel k-means
    D. Calandriello L. Rosasco
    Advances in Neural Information …

  • Regularized learning schemes in feature Banach spaces
    PL. Combettes S. Salzo S. Villa
    Analysis and Applications

  • Iterate averaging as regularization for stochastic gradient descent
    G. Neu L. Rosasco
    arXiv preprint arXiv:1802.08009

  • Dirichlet-based Gaussian processes for large-scale calibrated classification
    D. Milios R. Camoriano P. Michiardi
    Advances in Neural …

  • Dirichlet-based gaussian processes for large-scale calibrated classification
    D. Milios R. Camoriano P. Michiardi
    Advances in Neural …

  • Theory of deep learning iii: the non-overfitting puzzle
    T. Poggio K. Kawaguchi Q. Liao B. Miranda
    CBMM Memo …

  • New miRNA signature heralds human NK cell subsets at different maturation steps: involvement of miR-146a-5p in the regulation of KIR expression
    S. Pesce M. Squillario M. Greppi F. Loiacono
    Frontiers in …

  • Note on Calderòn's inverse problem for measurable conductivities
    M. Santacesaria
    arXiv preprint arXiv:1803.06931

  • The entropic regularization of the Monge problem on the real line
    S. Di Marino J. Louet
    SIAM Journal on Mathematical Analysis

  • Lectures on elliptic methods for hybrid inverse problems
    GS. Alberti Y. Capdeboscq Y. Capdeboscq
    NA

  • Consistent learning by composite proximal thresholding
    PL. Combettes S. Salzo S. Villa
    Mathematical Programming

  • Propagation and recovery of singularities in the inverse conductivity problem
    A. Greenleaf M. Lassas M. Santacesaria S. Siltanen
    Analysis & PDE

  • 2017

    Temporal prediction of multiple sclerosis evolution from patient-centered outcomes
    S. Fiorini A. Verri A. Barla A. Tacchino
    Machine Learning …

  • Recent progress in shearlet theory: systematic construction of shearlet dilation groups, characterization of wavefront sets, and new embeddings
    GS. Alberti S. Dahlke F. De Mari E. De Vito
    Frames and other bases …

  • Regularized kernel algorithms for support estimation
    A. Rudi E. De Vito A. Verri F. Odone
    Frontiers in Applied Mathematics …

  • Critical points for elliptic equations with prescribed boundary conditions
    GS. Alberti G. Bal M. Di Cristo
    Archive for Rational Mechanics and …

  • Why and when can deep-but not shallow-networks avoid the curse of dimensionality: a review
    T. Poggio H. Mhaskar L. Rosasco B. Miranda
    International Journal of …

  • Optimal transportation theory with repulsive costs
    S. Di Marino A. Gerolin L. Nenna
    Topological optimization and …

  • Detecting biological motion for human–robot interaction: A link between perception and action
    A. Vignolo N. Noceti F. Rea A. Sciutti
    Frontiers in Robotics …

  • Perimeter as relaxed Minkowski content in metric measure spaces
    L. Ambrosio S. Di Marino N. Gigli
    Nonlinear Analysis: Theory, Methods & …

  • Coorbit spaces with voice in a Fréchet space
    S. Dahlke F. De Mari E. De Vito D. Labate
    Journal of Fourier …

  • Mathematical analysis of ultrafast ultrasound imaging
    GS. Alberti H. Ammari F. Romero T. Wintz
    SIAM Journal on Applied …

  • Disjoint sparsity for signal separation and applications to hybrid inverse problems in medical imaging
    GS. Alberti H. Ammari
    Applied and Computational Harmonic Analysis

  • Multiple sclerosis disease course prediction: a machine learning model based on patient reported and clinician assessed outcomes
    A. Tacchino S. Fiorini M. Ponzio
    Multiple …

  • “Hands on” visual recognition for visually impaired users
    J. Sosa-García F. Odone
    ACM Transactions on Accessible Computing …

  • Exploring biological motion regularities of human actions: a new perspective on video analysis
    N. Noceti F. Odone A. Sciutti G. Sandini
    ACM Transactions on Applied …

  • The strictly-correlated electron functional for spherically symmetric systems revisited
    M. Seidl S. Di Marino A. Gerolin L. Nenna
    arXiv preprint arXiv …

  • Data-driven strategies for robust forecast of continuous glucose monitoring time-series
    S. Fiorini C. Martini D. Malpassi
    2017 39th Annual …

  • Visual recognition for humanoid robots
    SR. Fanello C. Ciliberto N. Noceti G. Metta
    Robotics and …

  • Shearlets as multi-scale Radon transform
    F. Bartolucci F. De Mari E. De Vito
    … Conference on Sampling …

  • Scale invariant and noise robust interest points with shearlets
    MA. Duval-Poo N. Noceti F. Odone
    IEEE Transactions on …

  • Invariant recognition predicts tuning of neurons in sensory cortex
    J. Mutch F. Anselmi A. Tacchetti L. Rosasco
    … Neuroscience of Vision

  • Optimal Rates for Learning with Nystr\" om Stochastic Gradient Methods
    J. Lin L. Rosasco
    arXiv preprint arXiv:1710.07797

  • Why and when can deep-but not shallow-networks avoid the curse of dimensionality: a review
    T. Poggio H. Mhaskar L. Rosasco B. Miranda
    International Journal of …

  • Generalization properties of learning with random features
    A. Rudi L. Rosasco
    Advances in Neural Information Processing …

  • Falkon: An optimal large scale kernel method
    A. Rudi L. Carratino L. Rosasco
    Advances in neural information …

  • Investigating the use of space-time primitives to understand human movements
    D. Malafronte G. Goyal A. Vignolo F. Odone
    … Conference on Image …

  • Detecting spatio-temporally interest points using the shearlet transform
    D. Malafronte F. Odone E. De Vito
    Iberian Conference on Pattern …

  • Multiscale geometric methods for data sets I: Multiscale SVD, noise and curvature
    AV. Little M. Maggioni L. Rosasco
    Applied and Computational Harmonic …

  • Theory of deep learning III: explaining the non-overfitting puzzle
    T. Poggio K. Kawaguchi Q. Liao B. Miranda
    arXiv preprint arXiv …

  • Local spatio-temporal representation using the 3D shearlet transform
    D. Malafronte F. Odone E. De Vito
    … International Conference on …

  • Fine segmentation for activity of daily living analysis in a wide-angle multi-camera set-up
    P. Dias H. Medeiros F. Odone
    … in conjunction with British Machine Vision …

  • Detection and description of scale invariant interest points with shearlets
    MA. Duval-Poo N. Noceti F. Odone
    … on Sampling Theory …

  • Implicit causal models for genome-wide association studies
    D. Tran DM. Blei
    arXiv preprint arXiv:1710.10742

  • Consistent multitask learning with nonlinear output relations
    C. Ciliberto A. Rudi L. Rosasco
    Advances in Neural …

  • Convergence of the forward-backward algorithm: Beyond the worst case with the help of geometry
    G. Garrigos L. Rosasco S. Villa
    arXiv preprint arXiv:1703.09477

  • Continuous and discrete frames generated by the evolution flow of the Schrödinger equation
    GS. Alberti S. Dahlke F. De Mari E. De Vito
    Analysis and …

  • Don't relax: early stopping for convex regularization
    S. Matet L. Rosasco S. Villa BL. Vu
    arXiv preprint arXiv:1707.05422

  • Interactive data collection for deep learning object detectors on humanoid robots
    E. Maiettini G. Pasquale L. Rosasco
    2017 IEEE-RAS 17th …

  • Direct inversion from partial-boundary data in electrical impedance tomography
    A. Hauptmann M. Santacesaria S. Siltanen
    Inverse Problems

  • Symmetry regularization
    F. Anselmi G. Evangelopoulos L. Rosasco T. Poggio
    NA

  • A first-order stochastic primal-dual algorithm with correction step
    L. Rosasco S. Villa BC. Vũ
    Numerical Functional Analysis and …

  • Investigating natural interaction in augmented reality environments using motion qualities
    M. Chessa N. Noceti
    … Conference on Computer Vision Theory and …

  • 2016

    Iterative regularization for learning with convex loss functions
    J. Lin L. Rosasco DX. Zhou
    The Journal of Machine Learning Research

  • Unsupervised learning of invariant representations
    F. Anselmi JZ. Leibo L. Rosasco J. Mutch
    Theoretical Computer …

  • Enhancing Interpretability of Gene Signatures with Prior Biological Knowledge
    M. Squillario M. Barbieri A. Verri A. Barla
    Microarrays

  • Adaptive body gesture representation for automatic emotion recognition
    S. Piana A. Staglianò F. Odone A. Camurri
    ACM Transactions on …

  • Incremental semiparametric inverse dynamics learning
    R. Camoriano S. Traversaro L. Rosasco
    … on Robotics and …

  • Portable and fast text detection
    L. Zini F. Odone
    Machine Vision and Applications

  • Introductory Machine Learning Notes1
    L. Rosasco
    University of Genoa ML

  • Active perception: Building objects' models using tactile exploration
    N. Jamali C. Ciliberto L. Rosasco
    2016 IEEE-RAS 16th …

  • Dual graph regularized dictionary learning
    Y. Yankelevsky M. Elad
    IEEE Transactions on Signal and …

  • Combining sensory modalities and exploratory procedures to improve haptic object recognition in robotics
    B. Higy C. Ciliberto L. Rosasco
    2016 IEEE-RAS 16th …

  • A consistent regularization approach for structured prediction
    C. Ciliberto L. Rosasco A. Rudi
    Advances in neural information …

  • Multi-frequency acousto-electromagnetic tomography
    GS. Alberti H. Ammari K. Ruan
    A Panorama of Mathematics …

  • Generalization properties and implicit regularization for multiple passes SGM
    J. Lin R. Camoriano L. Rosasco
    International Conference on Machine …

  • Object identification from few examples by improving the invariance of a deep convolutional neural network
    G. Pasquale C. Ciliberto L. Rosasco
    2016 IEEE/RSJ …

  • On invariance and selectivity in representation learning
    F. Anselmi L. Rosasco T. Poggio
    Information and Inference: A …

  • Dual graph regularized dictionary learning
    Y. Yankelevsky M. Elad
    IEEE Transactions on Signal and …

  • The linearized inverse problem in multifrequency electrical impedance tomography
    GS. Alberti H. Ammari B. Jin JK. Seo W. Zhang
    SIAM Journal on Imaging …

  • Retinal Image Analysis with Shearlets.
    F. Levet MA. Duval-Poo E. De Vito F. Odone
    STAG

  • The complexity of biological motion
    A. Vignolo N. Noceti A. Sciutti F. Rea
    2016 Joint IEEE …

  • An integrated artificial vision framework for assisting visually impaired users
    M. Chessa N. Noceti F. Odone F. Solari
    Computer Vision and …

  • Absence of critical points of solutions to the Helmholtz equation in 3D
    GS. Alberti
    Archive for Rational Mechanics and Analysis

  • Computer-aided diagnosis of colorectal polyp histology by using a real-time image recognition system and narrow-band imaging magnifying colonoscopy
    Y. Kominami S. Yoshida S. Tanaka Y. Sanomura
    Gastrointestinal …

  • Positive-energy D-bar method for acoustic tomography: a computational study
    MV. de Hoop M. Lassas M. Santacesaria
    Inverse …

  • Lower semi-continuity for non-coercive polyconvex integrals in the limit case
    G. De Philippis S. Di Marino M. Focardi
    Proceedings. Section A …

  • Theory i: Why and when can deep networks avoid the curse of dimensionality?
    T. Poggio H. Mhaskar L. Rosasco B. Miranda Q. Liao
    NA

  • Uniqueness issues for evolution equations with density constraints
    S. Di Marino AR. Mészáros
    Mathematical Models and Methods in …

  • Mathematical and Computational Foundations of Learning Theory (Dagstuhl Seminar 15361)
    M. Hein G. Lugosi L. Rosasco
    Dagstuhl Reports

  • The complexity of biological motion
    A. Vignolo N. Noceti A. Sciutti F. Rea
    2016 Joint IEEE …

  • Enabling depth-driven visual attention on the icub humanoid robot: Instructions for use and new perspectives
    G. Pasquale T. Mar C. Ciliberto L. Rosasco
    Frontiers in Robotics …

  • A machine learning approach to optimal tikhonov regularisation I: Affine manifolds
    E. De Vito M. Fornasier V. Naumova
    arXiv preprint arXiv:1610.01952

  • A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions
    L. Rosasco S. Villa BC. Vũ
    Optimization

  • The adiabatic strictly-correlated-electrons functional: kernel and exact properties
    G. Lani S. Di Marino A. Gerolin
    Physical Chemistry …

  • Biological movement detector enhances the attentive skills of humanoid robot iCub
    A. Vignolo F. Rea N. Noceti A. Sciutti
    2016 IEEE-RAS 16th …

  • Stochastic gradient methods for stochastic model predictive control
    A. Themelis S. Villa P. Patrinos
    2016 European Control …

  • Nytro: When subsampling meets early stopping
    R. Camoriano T. Angles A. Rudi L. Rosasco
    Artificial Intelligence and …

  • Optimal learning for multi-pass stochastic gradient methods
    J. Lin L. Rosasco
    Advances in Neural Information Processing …

  • A temporal model for multiple sclerosis course evolution
    S. Fiorini A. Tacchino G. Brichetto A. Verri
    arXiv preprint arXiv …

  • Predicting multiple sclerosis disease course with patient centred outcomes (PCOs): a machine learning approach
    G. Brichetto S. Fiorini M. Ponzio
    Multiple …

  • Incremental object recognition in robotics with extension to new classes in constant time
    R. Camoriano G. Pasquale C. Ciliberto L. Natale
    stat

  • Stochastic forward–backward splitting for monotone inclusions
    L. Rosasco S. Villa BC. Vũ
    Journal of Optimization Theory and …

  • 2015

    Learning multiple visual tasks while discovering their structure
    C. Ciliberto L. Rosasco S. Villa
    Proceedings of the IEEE …

  • From group representations to signal analysis
    S. Dahlke F. De Mari P. Grohs D. Labate
    Harmonic and Applied Analysis

  • Multimarginal optimal transport maps for one–dimensional repulsive costs
    M. Colombo L. De Pascale S. Di Marino
    Canadian Journal of …

  • Notes on hierarchical splines, dclns and i-theory
    T. Poggio L. Rosasco A. Shashua N. Cohen F. Anselmi
    NA

  • Equality between Monge and Kantorovich multimarginal problems with Coulomb cost
    M. Colombo S. Di Marino
    Annali di Matematica Pura ed Applicata (1923-)

  • Harmonic and Applied Analysis: From Groups to Signals
    S. Dahlke F. De Mari P. Grohs D. Labate
    NA

  • Structured multi-class feature selection with an application to face recognition
    L. Zini N. Noceti G. Fusco F. Odone
    Pattern Recognition Letters

  • Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm
    S. Masecchia S. Coco A. Barla A. Verri
    BMC medical genomics

  • Improving disease course detection in multiple sclerosis: an alternative patient-reported outcomes-based strategy
    G. Brichetto S. Fiorini
    Multiple …

  • Object segmentation using independent motion detection
    S. Kumar F. Odone N. Noceti
    2015 IEEE-RAS 15th …

  • Convex learning of multiple tasks and their structure
    C. Ciliberto Y. Mroueh T. Poggio L. Rosasco
    International Conference on …

  • Online space-variant background modeling with sparse coding
    A. Stagliano N. Noceti A. Verri
    IEEE Transactions on …

  • Characterizing the input-output function of the olfactory-limbic pathway in the guinea pig
    GL. Breschi C. Ciliberto T. Nieus L. Rosasco
    Computational …

  • I-theory on depth vs width: hierarchical function composition
    T. Poggio F. Anselmi L. Rosasco
    NA

  • Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope
    L. Ambrosio M. Colombo S. Di Marino
    Variational methods for …

  • Cognition helps vision: Recognizing biological motion using invariant dynamic cues
    N. Noceti A. Sciutti G. Sandini
    International Conference on Image …

  • A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes
    S. Fiorini A. Verri A. Tacchino M. Ponzio
    2015 37th Annual …

  • Fusion of computational intelligence techniques and their practical applications
    RH. Abiyev R. Aliev O. Kaynak IB. Turksen KW. Bonfig
    NA

  • Less is more: Nyström computational regularization
    A. Rudi R. Camoriano L. Rosasco
    Advances in Neural Information …

  • Enforcing local non-zero constraints in PDEs and applications to hybrid imaging problems
    GS. Alberti
    Communications in Partial Differential Equations

  • Advances in dynamic modeling of colorectal cancer signaling-network regions, a path toward targeted therapies
    L. Tortolina DJ. Duffy M. Maffei N. Castagnino
    Oncotarget

  • Discriminative template learning in group-convolutional networks for invariant speech representations
    C. Zhang S. Voinea G. Evangelopoulos
    … Annual Conference of …

  • The use of representations in applied harmonic analysis
    F. De Mari E. De Vito
    Harmonic and Applied Analysis

  • Discovering discrete subword units with binarized autoencoders and hidden-Markov-model encoders
    L. Badino A. Mereta L. Rosasco
    Sixteenth Annual Conference of …

  • Learning with incremental iterative regularization
    L. Rosasco S. Villa
    Advances in Neural Information Processing …

  • The 𝑝-weak gradient depends on 𝑝
    S. Di Marino G. Speight
    Proceedings of the American Mathematical …

  • Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope
    L. Ambrosio M. Colombo S. Di Marino
    Variational methods for …

  • BMTDL for scene modeling on the SBI dataset
    N. Noceti A. Staglianò A. Verri F. Odone
    International Conference on …

  • Estimating Human Actions Affinities Across Views.
    N. Noceti A. Sciutti F. Rea F. Odone G. Sandini
    VISAPP (2)

  • Deep convolutional networks are hierarchical kernel machines
    F. Anselmi L. Rosasco C. Tan T. Poggio
    arXiv preprint arXiv:1508.01084

  • Measure sweeping processes
    S. Di Marino B. Maury F. Santambrogio
    NA

  • Holographic embeddings of knowledge graphs
    M. Nickel L. Rosasco T. Poggio
    arXiv preprint arXiv:1510.04935

  • Enhancing signal discontinuities with Shearlets: an application to corner detection
    MA. Duval-Poo F. Odone E. De Vito
    International Conference on Image …

  • Stochastic inertial primal-dual algorithms
    L. Rosasco S. Villa BC. Vu
    arXiv preprint arXiv:1507.00852

  • Estimating Human Actions Affinities Across Views.
    N. Noceti A. Sciutti F. Rea F. Odone G. Sandini
    VISAPP (2)

  • Banknote recognition as a CBIR problem
    J. Sosa-García F. Odone
    International Conference on Similarity Search …

  • Harmonic and Applied Analysis. Applied and Numerical Harmonic Analysis
    S. Dahlke F. De Mari P. Grohs D. Labate
    NA

  • On multiple frequency power density measurements II. The full Maxwell's equations
    GS. Alberti
    Journal of Differential Equations

  • Edges and corners with shearlets
    MA. Duval-Poo F. Odone
    IEEE Transactions on …

  • Enforcing local non-zero constraints in PDEs and applications to hybrid imaging problems
    GS. Alberti
    Communications in Partial Differential Equations

  • Less is more: Nyström computational regularization
    A. Rudi R. Camoriano L. Rosasco
    Advances in Neural Information …

  • Harmonic and Applied Analysis: From Groups to Signals
    S. Dahlke F. De Mari P. Grohs D. Labate
    NA

  • A Hölder-logarithmic stability estimate for an inverse problem in two dimensions
    M. Santacesaria
    Journal of Inverse and Ill-posed Problems

  • Real-world object recognition with off-the-shelf deep Conv Nets: how many objects can iCub Learn?
    G. Pasquale C. Ciliberto F. Odone L. Rosasco
    arXiv preprint arXiv …

  • Teaching iCub to recognize objects using deep Convolutional Neural Networks
    G. Pasquale C. Ciliberto F. Odone L. Rosasco
    Machine Learning for …

  • 2014

    Alternating proximal regularized dictionary learning
    S. Salzo S. Masecchia A. Verri A. Barla
    Neural computation

  • Learning sets with separating kernels
    E. De Vito L. Rosasco A. Toigo
    Applied and Computational Harmonic …

  • Learning sets and subspaces
    A. Rudi GD. Canas E. De Vito
    … , Kernels, and Support …

  • Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than Lipschitz complex coefficients
    GS. Alberti Y. Capdeboscq
    SIAM Journal on Mathematical Analysis

  • On efficiency and low sample complexity in phase retrieval
    Y. Mroueh L. Rosasco
    2014 IEEE International Symposium on …

  • A propos de certains problèmes inverses hybrides
    GS. Alberti Y. Capdeboscq
    Séminaire Laurent Schwartz—EDP et …

  • Exploiting global force torque measurements for local compliance estimation in tactile arrays
    C. Ciliberto L. Fiorio M. Maggiali
    2014 IEEE/RSJ …

  • On local constraints and regularity of PDE in electromagnetics. Applications to hybrid imaging inverse problems
    GS. Alberti
    NA

  • A deep representation for invariance and music classification
    C. Zhang G. Evangelopoulos S. Voinea
    … on acoustics, speech …

  • Phone classification by a hierarchy of invariant representation layers
    C. Zhang S. Voinea G. Evangelopoulos
    … Annual Conference of …

  • Sobolev and BV spaces on metric measure spaces via derivations and integration by parts
    S. Di Marino
    arXiv preprint arXiv:1409.5620

  • Humans in groups: The importance of contextual information for understanding collective activities
    N. Noceti F. Odone
    Pattern Recognition

  • Ask the image: supervised pooling to preserve feature locality
    S. Ryan Fanello N. Noceti C. Ciliberto
    Proceedings of the …

  • Recent advances on BV and Sobolev Spaces in metric measure spaces
    S. Di Marino
    NA

  • Real-time automatic emotion recognition from body gestures
    S. Piana A. Stagliano F. Odone A. Verri
    arXiv preprint arXiv …

  • Smart Security: Integrated systems for security policies in urban environments
    E. di Bella F. Odone M. Corsi A. Sillitti R. Breu
    Smart city

  • Consistency of regularized learning schemes in Banach spaces
    PL. Combettes S. Salzo S. Villa
    arXiv preprint arXiv:1410.6847

  • Word-level invariant representations from acoustic waveforms
    S. Voinea C. Zhang G. Evangelopoulos
    … Annual Conference of …

  • Learning an invariant speech representation
    G. Evangelopoulos S. Voinea C. Zhang
    arXiv preprint arXiv …

  • Semi-supervised learning of sparse representations to recognize people spatial orientation
    N. Noceti F. Odone
    2014 IEEE International Conference on …

  • Emotional charades
    S. Piana A. Staglianò F. Odone A. Camurri
    Proceedings of the 16th …

  • The use of platelet-rich plasma gel in patients with mixed tumour undergoing superficial parotidectomy: a randomized study
    M. Scala P. Mereu F. Spagnolo M. Massa A. Barla
    In vivo

  • Proximal methods for the latent group lasso penalty
    S. Villa L. Rosasco S. Mosci A. Verri
    Computational Optimization and …

  • A universally consistent spectral estimator for the support of a distribution
    E. De Vito L. Rosasco A. Toigo
    Appl Comput Harmonic Anal

  • A stochastic forward-backward splitting method for solving monotone inclusions in Hilbert spaces
    L. Rosasco S. Villa BC. Vũ
    arXiv preprint arXiv:1403.7999

  • Geometrical and computational aspects of Spectral Support Estimation for novelty detection
    A. Rudi F. Odone E. De Vito
    Pattern Recognition Letters

  • The informative content of the optical flow features of biological motion
    A. Sciutti N. Noceti F. Rea F. Odone A. Verri

  • 3D stereo estimation and fully automated learning of eye-hand coordination in humanoid robots
    SR. Fanello U. Pattacini I. Gori
    2014 IEEE-RAS …

  • Dictionary based pooling for object categorization
    SR. Fanello N. Noceti G. Metta
    … Conference on Computer …

  • Regenerative medicine for the treatment of Teno-desmic injuries of the equine. A series of 150 horses treated with platelet-derived growth factors
    M. Scala S. Lenarduzzi F. Spagnolo M. Trapasso
    In Vivo

  • Multiview matching of articulated objects
    L. Zini F. Odone A. Cavallaro
    IEEE Transactions on Circuits …

  • Regularization by early stopping for online learning algorithms
    L. Rosasco A. Tacchetti S. Villa
    stat

  • Quantitative echography in primary uveal melanoma treated by proton beam therapy
    C. Mosci FB. Lanza S. Mosci A. Barla
    Canadian Journal of Ophthalmology

  • Equivalent definitions of BV space and of total variation on metric measure spaces
    L. Ambrosio S. Di Marino
    Journal of Functional Analysis

  • Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging
    G. Chiusano A. Stagliano C. Basso A. Verri
    Artificial intelligence in …

  • 2013

    An extension of Mercer theorem to matrix-valued measurable kernels
    E. De Vito V. Umanità S. Villa
    Applied and Computational Harmonic …

  • Does invariant recognition predict tuning of neurons in sensory cortex?
    T. Poggio J. Mutch F. Anselmi A. Tacchetti L. Rosasco
    NA

  • A set of full-body movement features for emotion recognition to help children affected by autism spectrum condition
    S. Piana A. Stagliano A. Camurri
    IDGEI International …

  • Keep it simple and sparse: Real-time action recognition
    SR. Fanello I. Gori G. Metta F. Odone
    The Journal of Machine Learning …

  • One-shot learning for real-time action recognition
    SR. Fanello I. Gori G. Metta F. Odone
    Iberian Conference on Pattern …

  • Stability estimates for an inverse problem for the Schrödinger equation at negative energy in two dimensions
    M. Santacesaria
    Applicable Analysis

  • Monochromatic reconstruction algorithms for two-dimensional multi-channel inverse problems
    RG. Novikov M. Santacesaria
    … Mathematics Research Notices

  • GURLS: a least squares library for supervised learning
    A. Tacchetti PK. Mallapragada M. Santoro
    The Journal of Machine …

  • What epipolar geometry can do for video-surveillance
    N. Noceti L. Balduzzi F. Odone
    International Conference on Image …

  • icub world: Friendly robots help building good vision data-sets
    S. Fanello C. Ciliberto M. Santoro L. Natale
    Proceedings of the …

  • Neural model with particle swarm optimization Kalman learning for forecasting in smart grids
    AY. Alanis LJ. Ricalde C. Simetti
    Mathematical Problems in …

  • On the impact of learning hierarchical representations for visual recognition in robotics
    C. Ciliberto SR. Fanello M. Santoro
    2013 IEEE/RSJ …

  • On learnability, complexity and stability
    S. Villa L. Rosasco T. Poggio
    Empirical Inference

  • Precise people counting in real time
    L. Zini N. Noceti F. Odone
    2013 IEEE International Conference …

  • On the duality between p-modulus and probability measures
    L. Ambrosio S. Di Marino G. Savaré
    arXiv preprint arXiv:1311.1381

  • On multiple frequency power density measurements
    GS. Alberti
    Inverse Problems

  • Structured multi-class feature selection for effective face recognition
    G. Fusco L. Zini N. Noceti F. Odone
    International Conference on Image …

  • Reproducing Subgroups of . Part I: Algebraic Classification
    GS. Alberti L. Balletti F. De Mari E. De Vito
    Journal of Fourier Analysis and …

  • Existence theorems for optimal fractional trading
    S. Maier-Paape
    S

  • Multi-class Image Classification-Sparsity does it Better.
    SR. Fanello N. Noceti G. Metta F. Odone
    VISAPP (1)

  • Nonparametric sparsity and regularization
    L. Rosasco S. Villa S. Mosci M. Santoro
    The Journal of Machine …

  • A dictionary learning based method for aCGH segmentation.
    S. Masecchia S. Salzo A. Barla A. Verri
    ESANN

  • Accelerated and inexact forward-backward algorithms
    S. Villa S. Salzo L. Baldassarre A. Verri
    SIAM Journal on Optimization

  • Dictionary learning improves subtyping of breast cancer aCGH data
    S. Masecchia A. Barla S. Salzo
    2013 35th Annual …

  • On the sample complexity of subspace learning
    A. Rudi GD. Canas L. Rosasco
    Advances in Neural Information …

  • Parameter space exploration within dynamic simulations of signaling networks
    C. De Ambrosi A. Barla L. Tortolina
    Mathematical …

  • Quantization and greed are good: One bit phase retrieval, robustness and greedy refinements
    Y. Mroueh L. Rosasco
    arXiv preprint arXiv:1312.1830

  • Knowledge Driven Variable Selection (KDVS)–a new approach to enrichment analysis of gene signatures obtained from high–throughput data
    G. Zycinski A. Barla M. Squillario T. Sanavia
    Source code for biology …

  • A compositional approach for 3D arm-hand action recognition
    I. Gori SR. Fanello F. Odone
    2013 IEEE Workshop on …

  • Admissible vectors for mock metaplectic representations
    F. De Mari E. De Vito
    Applied and Computational Harmonic Analysis

  • Background modeling through dictionary learning
    A. Stagliano N. Noceti A. Verri
    2013 IEEE International …

  • Admissible vectors for mock metaplectic representations
    F. De Mari E. De Vito
    Applied and Computational Harmonic Analysis

  • On finite alphabet compressive sensing
    AK. Das S. Vishwanath
    2013 IEEE International Conference …

  • Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas
    S. Mascelli A. Barla A. Raso S. Mosci P. Nozza
    BMC cancer

  • Action-based multi-camera synchronization
    L. Zini A. Cavallaro F. Odone
    IEEE Journal on Emerging and …

  • Unsupervised learning of invariant representations in hierarchical architectures
    F. Anselmi JZ. Leibo L. Rosasco J. Mutch
    arXiv preprint arXiv …

  • Magic materials: a theory of deep hierarchical architectures for learning sensory representations
    F. Anselmi JZ. Leibo L. Rosasco J. Mutch A. Tacchetti
    CBCL paper

  • 2012

    Face recognition using shearlets
    A. Danti KM. Poornima
    2012 IEEE 7th International …

  • Is there sparsity beyond additive models?
    S. Mosci L. Rosasco M. Santoro A. Verri
    IFAC Proceedings Volumes

  • Inexact and accelerated proximal point algorithms
    S. Salzo S. Villa
    Journal of Convex analysis

  • Convergence analysis of a proximal Gauss-Newton method
    S. Salzo S. Villa
    Computational Optimization and Applications

  • Discriminant functional gene groups identification with machine learning and prior knowledge.
    G. Zycinski M. Squillario A. Barla T. Sanavia A. Verri
    ESANN

  • Combining retrieval and classification for real-time face recognition
    G. Fusco N. Noceti F. Odone
    2012 IEEE Ninth International …

  • Novel automated system for magnetic resonance imaging quantification of the inflamed synovial membrane volume in patients with juvenile idiopathic arthritis
    C. Malattia MB. Damasio C. Basso
    Arthritis care & …

  • Reproducing subgroups of Sp (2, R). Part II: admissible vectors
    GS. Alberti F. De Mari E. De Vito
    arXiv preprint arXiv …

  • Consistency of learning algorithms using Attouch–Wets convergence
    S. Villa L. Rosasco S. Mosci A. Verri
    Optimization

  • All gestures you can: A memory game against a humanoid robot
    I. Gori SR. Fanello G. Metta
    2012 12th IEEE-RAS …

  • The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work).
    T. Poggio J. Mutch J. Leibo L. Rosasco A. Tacchetti
    NA

  • A wind speed neural model with particle swarm optimization kalman learning
    AY. Alanis C. Simetti LJ. Ricalde
    World Automation …

  • Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy
    C. Mosci FB. Lanza A. Barla S. Mosci J. Hérault

  • Multiclass learning with simplex coding
    Y. Mroueh T. Poggio L. Rosasco
    Advances in Neural …

  • GURLS: a Toolbox for Regularized Least Squares Learning
    A. Tacchetti PS. Mallapragada M. Santoro L. Rosasco
    NA

  • A vision-based navigation facility for planetary entry descent landing
    P. Lanza N. Noceti C. Maddaleno A. Toma
    … on Computer Vision

  • Learning manifolds with k-means and k-flats
    G. Canas T. Poggio L. Rosasco
    Advances in neural information …

  • Learning common behaviors from large sets of unlabeled temporal series
    N. Noceti F. Odone
    Image and Vision Computing

  • Analysis of a Parkinson dataset: comparison between KDVS and the standard pipeline
    M. Squillario G. Zycinsky S. Masecchia A. Verri

  • Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment
    B. Di Camillo T. Sanavia M. Martini G. Jurman
    PloS one

  • Learning probability measures with respect to optimal transport metrics
    G. Canas L. Rosasco
    Advances in Neural Information Processing …

  • Global stability for the multi-channel Gelʼfand–Calderón inverse problem in two dimensions
    M. Santacesaria
    Bulletin des Sciences Mathematiques

  • Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma
    S. Masecchia A. Barla M. Squillario
    European …

  • Adaptive Optimization for Cross Validation.
    A. Rudi G. Chiusano A. Verri
    ESANN

  • Multi-output learning via spectral filtering
    L. Baldassarre L. Rosasco A. Barla A. Verri
    Machine learning

  • 2011

    Spectral clustering with more than K eigenvectors
    N. Rebagliati A. Verri
    Neurocomputing

  • Paddle: proximal algorithm for dual dictionaries learning
    C. Basso M. Santoro A. Verri S. Villa
    International Conference on Artificial …

  • Global uniqueness and reconstruction for the multi-channel Gelʼfand–Calderón inverse problem in two dimensions
    RG. Novikov M. Santacesaria
    Bulletin des Sciences Mathematiques

  • Multiscale geometric methods for estimating intrinsic dimension
    AV. Little M. Maggioni L. Rosasco
    Proc. SampTA

  • Online learning, stability, and stochastic gradient descent
    T. Poggio S. Voinea L. Rosasco
    arXiv preprint arXiv:1105.4701

  • GURLS: a toolbox for large scale multiclass learning
    A. Tacchetti P. Mallapragada M. Santoro
    NIPS 2011 workshop on …

  • DCE-MRI analysis using sparse adaptive representations
    G. Chiusano A. Staglianò C. Basso A. Verri
    International Workshop on …

  • Some recent advances in multiscale geometric analysis of point clouds
    G. Chen AV. Little M. Maggioni L. Rosasco
    Wavelets and Multiscale …

  • Dynamic simulations of kidney exchanges
    M. Beccuti V. Fragnelli G. Franceschinis
    … research proceedings 2010

  • Reproducing kernel Hilbert spaces in probability and statistics
    A. Berlinet C. Thomas-Agnan
    NA

  • Efficient pedestrian detection with group lasso
    L. Zini F. Odone
    2011 IEEE International Conference on …

  • Learning behavioral patterns of time series for video-surveillance
    N. Noceti M. Santoro F. Odone
    Machine Learning for Vision-Based …

  • SVS: Data and knowledge integration in computational biology
    G. Zycinski A. Barla A. Verri
    2011 Annual International …

  • New global stability estimates for the Calderòn problem in two dimensions
    M. Santacesaria
    arXiv preprint arXiv:1110.0335

  • A machine learning pipeline for discriminant pathways identification
    A. Barla G. Jurman R. Visintainer M. Squillario
    International Meeting on …

  • Kernels for vector-valued functions: A review
    MA. Alvarez L. Rosasco ND. Lawrence
    arXiv preprint arXiv:1106.6251

  • Using object affordances to improve object recognition
    C. Castellini T. Tommasi N. Noceti
    IEEE Transactions …

  • Paddle: proximal algorithm for dual dictionaries learning
    C. Basso M. Santoro A. Verri S. Villa
    International Conference on Artificial …

  • Multi-category and taxonomy learning: A regularization approach
    Y. Mroueh T. Poggio L. Rosasco
    NIPS Workshop on …

  • Paddle: proximal algorithm for dual dictionaries learning
    C. Basso M. Santoro A. Verri S. Villa
    International Conference on Artificial …

  • A consistent algorithm to solve Lasso, elastic-net and Tikhonov regularization
    E. De Vito V. Umanità S. Villa
    Journal of Complexity

  • A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study
    M. Squillario A. Barla
    BMC medical genomics

  • Regularization Predicts While Discovering Taxonomy
    Y. Mroueh T. Poggio L. Rosasco
    NA

  • 2010

    Gel'fand-Calderòn's inverse problem for anisotropic conductivities on bordered surfaces in
    G. Henkin M. Santacesaria
    arXiv preprint arXiv:1006.0647

  • A fast algorithm for structured gene selection
    S. Mosci S. Villa A. Verri L. Rosasco
    Machine Learning in …

  • Relative pose estimation for planetary entry descent landing
    L. Zini F. Odone A. Verri P. Lanza A. Marcer
    Asian Conference on …

  • Neurons that confuse mirror-symmetric object views
    J. Mutch JZ. Leibo S. Smale L. Rosasco T. Poggio
    NA

  • Vector valued reproducing kernel Hilbert spaces and universality
    C. Carmeli E. De Vito A. Toigo
    Analysis and Applications

  • Adaptive kernel methods using the balancing principle
    E. De Vito S. Pereverzyev L. Rosasco
    Foundations of Computational …

  • A randomized algorithm for spectral clustering.
    N. Rebagliati A. Verri
    ESANN

  • Solving structured sparsity regularization with proximal methods
    S. Mosci L. Rosasco M. Santoro A. Verri
    Joint European conference …

  • LOW-GRADE GLIOMAS: IDENTIFICATION OF SPECIFIC GENE EXPRESSION PROFILES
    S. Mascelli A. Raso P. Nozza

  • Identification of Multiple Hypoxia Signatures in Neuroblastoma Cell Lines by-Regularization and Data Reduction
    P. Fardin A. Cornero A. Barla S. Mosci
    Journal of Biomedicine …

  • A regularization framework for active learning from imbalanced data
    HS. Paskov
    NA

  • Dynamic contrast-enhanced magnetic resonance imaging in the assessment of disease activity in patients with juvenile idiopathic arthritis
    C. Malattia MB. Damasio C. Basso A. Verri

  • Elastic-net regularization: iterative algorithms and asymptotic behavior of solutions
    V. Umanita S. Villa
    Numerical functional analysis and optimization

  • On learning with integral operators.
    L. Rosasco M. Belkin E. De Vito
    Journal of Machine Learning Research

  • Rigidity of Carnot groups relative to multicontact structures
    F. De Mari A. Ottazzi
    Proceedings of the American Mathematical Society

  • A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients
    P. Fardin A. Barla S. Mosci
    Molecular …

  • Spectral regularization for support estimation
    ED. Vito L. Rosasco A. Toigo
    Advances in neural information …

  • Low-cost face biometry for visually impaired users
    L. Balduzzi G. Fusco F. Odone S. Dini
    … IEEE Workshop on …

  • On an inverse problem for anisotropic conductivity in the plane
    G. Henkin M. Santacesaria
    Inverse Problems

  • Learning to classify visual dynamic cues
    N. Noceti
    NA

  • Mathematics of the neural response
    S. Smale L. Rosasco J. Bouvrie A. Caponnetto
    Foundations of …

  • Dimensional upper bounds for admissible subgroups for the metaplectic representation
    E. Cordero F. De Mari K. Nowak
    Mathematische …

  • Learning and invariance in a family of hierarchical kernels
    A. Wibisono J. Bouvrie L. Rosasco T. Poggio
    NA

  • Generalization and properties of the neural response
    J. Bouvrie T. Poggio L. Rosasco S. Smale A. Wibisono
    NA

  • Learning generic invariances in object recognition: translation and scale
    JZ. Leibo J. Mutch L. Rosasco S. Ullman T. Poggio
    NA

  • Learning to grasp objects with multiple contact points
    QV. Le D. Kamm AF. Kara AY. Ng
    2010 IEEE International …

  • Spectral regularization for support estimation
    ED. Vito L. Rosasco A. Toigo
    Advances in neural information …

  • A global stability estimate for the Gel'fand-Calderón inverse problem in two dimensions
    R. Novikov M. Santacesaria
    arXiv preprint arXiv:1008.4888

  • A primal-dual algorithm for group sparse regularization with overlapping groups
    S. Mosci S. Villa A. Verri L. Rosasco
    Advances in Neural Information …

  • Vector field learning via spectral filtering
    L. Baldassarre L. Rosasco A. Barla A. Verri
    Joint European Conference …

  • A regularization approach to nonlinear variable selection
    L. Rosasco M. Santoro S. Mosci A. Verri
    Proceedings of the …

  • 2009

    Clinical evaluation of a (1, 3)-β-d-glucan assay for presumptive diagnosis of Pneumocystis jiroveci pneumonia in immunocompromised patients
    V. Del Bono A. Mularoni E. Furfaro
    Clinical and Vaccine …

  • Elastic-net regularization in learning theory
    C. De Mol E. De Vito L. Rosasco
    Journal of Complexity

  • A regularized method for selecting nested groups of relevant genes from microarray data
    C. De Mol S. Mosci M. Traskine
    Journal of Computational …

  • Segmentation of inflamed synovia in multi-modal 3D MRI
    C. Basso M. Santoro A. Verri
    2009 IEEE International …

  • Quantum homodyne tomography as an informationally complete positive-operator-valued measure
    P. Albini E. De Vito A. Toigo
    Journal of Physics A: Mathematical …

  • Clinical evaluation of a (1, 3)-β-d-glucan assay for presumptive diagnosis of Pneumocystis jiroveci pneumonia in immunocompromised patients
    V. Del Bono A. Mularoni E. Furfaro
    Clinical and Vaccine …

  • Incentive compatibility in kidney exchange problems
    S. Villa F. Patrone
    Health care management science

  • Towards a theoretical framework for learning multi-modal patterns for embodied agents
    N. Noceti B. Caputo C. Castellini L. Baldassarre
    … Conference on Image …

  • Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France
    C. Mosci S. Mosci A. Barla S. Squarcia
    European journal of …

  • Iterative projection methods for structured sparsity regularization
    L. Rosasco A. Verri M. Santoro S. Mosci S. Villa
    NA

  • Combined motion and appearance models for robust object tracking in real-time
    N. Noceti A. Destrero A. Lovato
    2009 Sixth IEEE …

  • A regularized framework for feature selection in face detection and authentication
    A. Destrero C. De Mol F. Odone A. Verri
    International journal of computer …

  • On invariance in hierarchical models
    J. Bouvrie L. Rosasco T. Poggio
    Advances in Neural Information …

  • A classification architecture based on connected components for text detection in unconstrained environments
    L. Zini A. Destrero F. Odone
    2009 Sixth IEEE International …

  • Sufficient conditions for uniform stability of regularization algorithms
    A. Wibisono L. Rosasco T. Poggio
    … Technical Report, MIT-CSAIL-TR-2009 …

  • The l1-l2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines
    P. Fardin A. Barla S. Mosci L. Rosasco A. Verri
    BMC genomics

  • Spatio-temporal constraints for on-line 3D object recognition in videos
    N. Noceti E. Delponte F. Odone
    Computer vision and image …

  • 2008

    Spectral algorithms for supervised learning
    LL. Gerfo L. Rosasco F. Odone ED. Vito A. Verri
    Neural Computation

  • 3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques.
    U. Castellani GM. Cortelazzo M. Cristani
    Eurographics Italian …

  • A note on perturbation results for learning empirical operators
    L. Rosasco M. Belkin ED. Vito
    NA

  • A new algorithm to learn an optimal kernel based on Fenchel duality
    S. Mosci M. Santoro A. Verri S. Villa
    NIPS 2008 workshop …

  • A prototype system for unconstrained face verification based on statistical learning
    A. Destrero A. Lovato F. Odone
    NA

  • Adaptive learning via the balancing principle
    E. De Vito S. Pereverzev L. Rosasco
    NA

  • Finding structured gene signatures
    S. Mosci A. Barla A. Verri
    2008 IEEE International …

  • Fitting 3D morphable models using implicit representations
    C. Basso A. Verri
    JVRB-Journal of Virtual Reality and Broadcasting

  • Simple algorithms to solve sparsity based regularization via fenchel duality
    S. Mosci M. Santoro A. Verri
    OPT 2008 …

  • Generic well posedness in linear programming
    R. Lucchetti P. Radrizzani S. Villa
    NA

  • A sparsity-enforcing method for learning face features
    A. Destrero C. De Mol F. Odone
    IEEE Transactions on …

  • String-based spectral clustering for understanding human behaviours
    N. Noceti M. Santoro F. Odone VD. Disi
    Workshop on Tracking …

  • Unsupervised learning of behavioural patterns for video-surveillance
    N. Noceti M. Santoro F. Odone
    NA

  • A method for robust variable selection with significance assessment.
    A. Barla S. Mosci L. Rosasco A. Verri
    ESANN

  • Machine learning methods for predictive proteomics
    A. Barla G. Jurman S. Riccadonna
    Briefings in …

  • Algebraic stability indicators for ranked lists in molecular profiling
    G. Jurman S. Merler A. Barla S. Paoli A. Galea

  • 2007

    On the regularization of sliding modes
    L. Levaggi S. Villa
    SIAM Journal on Optimization

  • Appearance-based 3D object recognition with time-invariant features
    E. Delponte N. Noceti F. Odone
    … conference on image …

  • Spatio-temporal constraints for matching view-based descriptions of 3D objects
    E. Delponte N. Noceti F. Odone
    … Workshop on Image …

  • Optimal rates for the regularized least-squares algorithm
    A. Caponnetto E. De Vito
    Foundations of Computational Mathematics

  • Dimensionality reduction and generalization
    S. Mosci L. Rosasco A. Verri
    … of the 24th international conference on …

  • The importance of continuous views for real-time 3d object recognition
    E. Delponte N. Noceti F. Odone
    ICCV07 Workshop on 3D …

  • Biometrics from brain electrical activity: A machine learning approach
    R. Palaniappan DP. Mandic
    … on pattern analysis and machine …

  • On regularization algorithms in learning theory
    F. Bauer S. Pereverzev L. Rosasco
    Journal of complexity

  • A regularized approach to feature selection for face detection
    A. Destrero C. De Mol F. Odone A. Verri
    Asian Conference on Computer …

  • The Heisenberg group, SL (3, R), and rigidity
    M. Eastwood R. McCallum
    … Analysis, Group …

  • Image Classification and Retrieval with Kernel Methods
    F. Odone A. Verri
    Kernel Methods in Bioengineering, Signal and …

  • A system for face detection and tracking in unconstrained environments
    A. Destrero F. Odone A. Verri
    2007 IEEE Conference on …

  • On early stopping in gradient descent learning
    Y. Yao L. Rosasco A. Caponnetto
    Constructive Approximation

  • A trainable system for face detection in unconstrained environments
    A. Destrero F. Odone A. Verri
    14th International Conference on …

  • On early stopping in gradient descent learning
    Y. Yao L. Rosasco A. Caponnetto
    Constructive Approximation

  • 2006

    Trains of keypoints for 3d object recognition
    E. Arnaud E. Delponte F. Odone A. Verri
    NA

  • Discretization error analysis for Tikhonov regularization
    E. De Vito L. Rosasco A. Caponnetto
    Analysis and Applications

  • SVD-matching using SIFT features
    E. Delponte F. Isgrò F. Odone A. Verri
    Graphical models

  • Analysis on a local approach to 3d object recognition
    E. Delponte E. Arnaud F. Odone A. Verri
    Joint Pattern Recognition …

  • Vector valued reproducing kernel Hilbert spaces of integrable functions and Mercer theorem
    C. Carmeli E. De Vito A. Toigo
    Analysis and Applications

  • Experiments on a license plate recognition system
    F. Odone
    DISI, Universita degli Studi di Genova, Italy, Tech. rep …

  • Reproducing groups for the metaplectic representation
    E. Cordero F. De Mari K. Nowak A. Tabacco
    Pseudo-differential operators …

  • Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
    M. Belkin P. Niyogi V. Sindhwani
    Journal of machine learning research

  • Analytic features of reproducing groups for the metaplectic representation
    E. Cordero F. De Mari K. Nowak A. Tabacco
    Journal of Fourier Analysis …

  • Preliminary analysis of indoor pollution from nitrogen dioxide in an area of Northern Italy
    M. Ponzio S. Villani F. Frigerio A. Verri
    Epidemiologia e …

  • A viewpoint invariant approach for crowd counting
    D. Kong D. Gray H. Tao
    18th International Conference on …

  • Shape categorization using string kernels
    MR. Daliri E. Delponte A. Verri V. Torre
    Joint IAPR International …

  • Approximability of Sliding Modes and Regularization
    L. Levaggi S. Villa
    … on Variable Structure Systems, 2006. VSS' …

  • Regularization Approaches in Learning Theory
    L. Rosasco
    NA

  • 2005

    An open system for 3D data acquisition from multiple sensor
    F. Isgro F. Odone A. Verri
    Seventh International Workshop on …

  • Image processing and analysis: variational, PDE, wavelet, and stochastic methods
    TF. Chan J. Shen
    NA

  • Large baseline matching of scale invariant features
    E. Delponte F. Isgrò F. Odone A. Verri
    International Conference on Image …

  • Risk bounds for regularized least-squares algorithm with operatorvalued kernels
    A. Caponnetto E. De Vito
    NA

  • A Classical Tool Revisited: Object Detection by Statistical Testing
    E. Franceschi F. Odone F. Smeraldi
    Proceedings of the …

  • Spectral methods for regularization in learning theory
    L. Rosasco E. De Vito A. Verri
    DISI, Universita degli Studi di Genova …

  • Learning from examples as an inverse problem
    ED. Vito L. Rosasco A. Caponnetto
    Journal of Machine …

  • State transfer instead of teleportation in measurement-based quantum computation
    S. Perdrix
    International Journal of Quantum Information

  • Contact and Conformal Maps in
    M. Cowling F. De Mari A. Korányi HM. Reimann
    Geometriae Dedicata

  • Building kernels from binary strings for image matching
    F. Odone A. Barla A. Verri
    IEEE Transactions on Image …

  • Feature selection with nonparametric statistics
    E. Franceschi F. Odone F. Smeraldi
    … Conference on Image …

  • Model selection for regularized least-squares algorithm in learning theory
    E. De Vito A. Caponnetto L. Rosasco
    Foundations of Computational …

  • Support vector algorithms as regularization networks.
    A. Caponnetto L. Rosasco F. Odone A. Verri
    ESANN

  • Empirical effective dimension and optimal rates for regularized least squares algorithm
    A. Caponnetto L. Rosasco E. De Vito A. Verri
    NA

  • Statistical learning approaches with application to face detection
    E. Franceschi F. Odone A. Verri
    Advanced Studies in Biometrics

  • A novel kernel method for clustering
    F. Camastra A. Verri
    IEEE transactions on pattern analysis and …

  • 2004

    Learning, regularization and ill-posed inverse problems
    L. Rosasco A. Caponnetto E. Vito
    Advances in …

  • A complete characterization of phase space measurements
    C. Carmeli G. Cassinelli E. DeVito A. Toigo
    arXiv preprint quant-ph …

  • Well-posedness of nonconvex integral functionals
    S. Villa
    SIAM journal on control and optimization

  • Positive operator valued measures covariant with respect to an Abelian group
    G. Cassinelli E. De Vito A. Toigo
    Journal of Mathematical Physics

  • Are loss functions all the same?
    L. Rosasco ED. Vito A. Caponnetto M. Piana
    Neural Computation

  • Some properties of regularized kernel methods
    ED. Vito L. Rosasco A. Caponnetto M. Piana
    Journal of Machine …

  • The Theory of Symmetry Actions in Quantum Mechanics: with an application to the Galilei group
    G. Cassinelli E. Vito A. Levrero PJ. Lahti
    NA

  • Finding objects with hypothesis testing
    E. Franceschi F. Odone F. Smeraldi
    … of International Workshop …

  • 2003

    A multimedia, multichannel, and personalized news provider
    M. Delato A. Martelli M. Martelli V. Mascardi
    … Workshop on Multimedia …

  • Feature selection for high-dimensional data: A fast correlation-based filter solution
    L. Yu H. Liu
    Proceedings of the 20th international conference on …

  • Histogram intersection kernel for image classification
    A. Barla F. Odone A. Verri
    Proceedings 2003 international …

  • Old fashioned state-of-the-art image classification
    A. Barla F. Odone A. Verri
    12th International Conference on …

  • Square-integrability modulo a subgroup
    G. Cassinelli E. De Vito
    Transactions of the American Mathematical …

  • Positive operator valued measures covariant with respect to an irreducible representation
    G. Cassinelli E. De Vito A. Toigo
    Journal of mathematical physics

  • Pattern Recognition with Support Vector Machines: First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings
    SW. Lee A. Verri
    NA

  • AW-convergence and well-posedness of non convex functions
    S. Villa
    Journal of Convex Analysis

  • 2002

    Regularization and statistical learning theory for data analysis
    T. Evgeniou T. Poggio M. Pontil A. Verri
    Computational Statistics & Data …

  • Contact and conformal maps on Iwasawa N groups
    M. Cowling F. De Mari A. Korányi
    Atti della Accademia …

  • Uniform eigenvalue estimates for time-frequency localization operators
    F. De Mari HG. Feichtinger
    Journal of the London …

  • Localization type Berezin-Toeplitz
    F. De Mari K. Nowak
    The Journal of Geometric Analysis

  • Image kernels
    A. Barla E. Franceschi F. Odone A. Verri
    International Workshop on …

  • Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
    SW. Lee A. Verri
    NA

  • Hausdorff kernel for 3D object acquisition and detection
    A. Barla F. Odone A. Verri
    European Conference on Computer Vision

  • Learning and vision machines
    B. Heisele A. Verri T. Poggio
    Proceedings of the IEEE

  • Layered representation of a video shot with mosaicing
    E. Trucco F. Odone A. Fusiello
    Pattern Analysis & Applications

  • Structural, syntactic, and statistical pattern recognition
    T. Caelli A. Amin RP.W Duin M. Kamel D. de Ridder
    NA

  • 2001

    General purpose matching of grey level arbitrary images
    F. Odone E. Trucco A. Verri
    International Workshop on Visual Form

  • On benchmarking optical flow
    B. McCane K. Novins D. Crannitch B. Galvin
    Computer Vision and Image …

  • A trainable system for grading fish from images
    F. Odone E. Trucco A. Verri
    Applied Artificial Intelligence

  • On discrete frames associated with semidirect products
    P. Aniello G. Cassinelli E. De Vito A. Levrero
    Journal of Fourier Analysis …

  • A flexible algorithm for image matching
    F. Odone E. Trucco A. Verri
    Proceedings 11th International …

  • SU (1, 1) tomography
    GM. D'Ariano E. De Vito L. Maccone
    Physical Review A

  • Surface reconstruction using adaptive clustering methods
    B. Heckel AE. Uva B. Hamann KI. Joy
    Geometric Modelling

  • Rigidity of H–type groups
    HM. Reimann
    Mathematische Zeitschrift

  • Analysis of the affine transformations of the time-frequency plane
    F. De Mari K. Nowak
    Bulletin of the Australian Mathematical Society

  • 2000

    Square-integrable imprimitivity systems
    G. Cassinelli E. De Vito A. Levrero
    Journal of Mathematical …

  • Dynamic video mosaicing and augmented reality for subsea inspection and monitoring
    E. Trucco A. Doull F. Odone A. Fusiello
    Oceanology …

  • Distortions of memory.
    HL. Roediger KB. McDermott
    NA

  • Phase space observables and isotypic spaces
    G. Cassinelli E. De Vito P. Lahti
    Journal of Mathematical …

  • Fish grading using machine vision and statistical learning
    E. Trucco G. Ouzounis F. Odone
    Proceedings of …

  • A theorem of Ludwig revisited
    G. Cassinelli E. De Vito P. Lahti A. Levrero
    Foundations of Physics

  • Group theoretical quantum tomography
    G. Cassinelli GM. D'ariano E. De Vito
    Journal of Mathematical …

  • Robust motion segmentation for content-based video coding
    F. Odone A. Fusiello E. Trucco
    the 6th Conference on Content …

  • Dynamic video mosaics and augmented reality for subsea inspection and monitoring
    E. Trucco A. Doull F. Odone A. Fusiello
    in Proceedings of the …

  • A compact algorithm for rectification of stereo pairs
    A. Fusiello E. Trucco A. Verri
    Machine vision and applications

  • Learning to recognize visual dynamic events from examples
    M. Pittore M. Campani A. Verri
    International Journal of Computer Vision

  • 1999

    Finding the epipole from uncalibrated optical flow
    A. Verri E. Trucco
    Image and vision computing

  • Frames from imprimitivity systems
    P. Aniello G. Cassinelli E. De Vito
    Journal of Mathematical …

  • Toda flows and real Hessenberg manifolds
    F. De Mari M. Pedroni
    The Journal of Geometric Analysis

  • A note on support vector machine degeneracy
    R. Rifkin M. Pontil A. Verri
    International Conference on Algorithmic …

  • Context problems in realistic mathematics education: A calculus course as an example
    K. Gravemeijer M. Doorman
    Educational studies in mathematics

  • Representing and recognizing visual dynamic events with support vector machines
    M. Pittore C. Basso A. Verri
    Proceedings 10th International …

  • Support vector machines vs multi-layer perceptrons in particle identification.
    N. Barabino M. Pallavicini A. Petrolini M. Pontil A. Verri
    ESANN

  • Support vector machine classification of microarray data
    S. Mukherjee P. Tamayo D. Slonim A. Verri T. Golub
    NA

  • 1998

    Square-integrability of induced representations of semidirect products
    P. Aniello G. Cassinelli E. de Vito
    Reviews in Mathematical …

  • Support vector machines for 3D object recognition
    M. Pontil A. Verri
    IEEE transactions on pattern analysis and …

  • Recognizing 3-d objects with linear support vector machines
    M. Pontil S. Rogai A. Verri
    European Conference on Computer Vision

  • Symmetries of the quantum state space and group representations
    G. Cassinelli E. de Vito P. Lahti
    Reviews in Mathematical …

  • The nearest-neighbor technique for particle identification
    M. Pallavicini C. Patrignani M. Pontil A. Verri
    Nuclear Instruments and …

  • Properties of support vector machines
    M. Pontil A. Verri
    Neural Computation

  • Wavelet transforms and discrete frames associated to semidirect products
    P. Aniello G. Cassinelli E. De Vito
    Journal of Mathematical …

  • Introductory techniques for 3-D computer vision
    E. Trucco A. Verri
    NA

  • 1997

    On the decompositions of a quantum state
    G. Cassinelli E. De Vito A. Levrero
    Journal of Mathematical Analysis and …

  • Direct aspect-based 3-d object recognition
    M. Pontil A. Verri
    International Conference on Image Analysis and …

  • Integrability of the quantum adiabatic evolution and geometric phases
    G. Cassinelli E. De Vito A. Levrero
    Journal of Mathematical …

  • Symmetry groups in quantum mechanics and the theorem of Wigner on the symmetry transformations
    G. Cassinelli E. de Vito PJ. Lahti
    Reviews in Mathematical …

  • There is more to vision than geometry—reply to Pizlo, Rosenfeld, and Weiss
    A. Verri
    Computer Vision and Image Understanding

  • Computing size functions from edge maps
    C. Uras A. Verri
    International Journal of Computer Vision

  • Rectification with unconstrained stereo geometry.
    A. Fusiello E. Trucco A. Verri
    BMVC

  • 1996

    Aspect-based object recognition with size functions
    A. Verri C. Uras
    … of 13th International Conference on Pattern …

  • Metric-topological approach to shape representation and recognition
    A. Verri C. Uras
    Image and vision computing

  • The Weyl group as fixed point set of smooth involutions
    F. De Mari
    Journal of Lie Theory

  • 1995

    The spaces of improper rational matrices and ARMA-systems of fixed McMillan degree
    F. De Mari H. Glüsing-Lüerßen
    Journal of Mathematical Systems …

  • Analysis of second order differential operators with complex coefficients on the Heisenberg group
    F. Mari MM. Peloso F. Ricci
    Journal fur die Reine und Angewandte …

  • Sign Language Recognition: an Application of the Theory of Size Functions.
    C. Uras A. Verri
    BMVC

  • 1994

    Pancharatnam's Phase for polarized light
    E. De Vito A. Levrero
    Journal of Modern Optics

  • Properties of the range of a state operator
    G. Cassinelli E. De Vito PJ. Lahti
    Reports on Mathematical Physics

  • Geometric phase and sequential measurements in quantum mechanics
    G. Cassinelli E. De Vito P. Lahti A. Levrero
    Physical Review A

  • On the recognition of the alphabet of the sign language through size functions
    C. Uras A. Verri
    Proceedings of the 12th IAPR International …

  • Studying shape through size functions
    C. Uras A. Verri
    Shape in Picture

  • 1993

    Vehicle guidance from one dimensional optical flow
    E. De Micheli A. Verri
    Proceedings of the Intelligent Vehicles' 93 …

  • Invariant size functions
    A. Verri C. Uras
    Joint European-US Workshop on Applications of …

  • On the use of size functions for shape analysis
    A. Verri C. Uras P. Frosini M. Ferri
    Biological cybernetics

  • 1992

    Identifying multiple motions from optical flow
    A. Rognone M. Campani A. Verri
    European Conference on Computer …

  • Hessenberg varieties
    F. De Mari C. Procesi MA. Shayman
    Transactions of the American …

  • Motion analysis from first-order properties of optical flow
    M. Campani A. Verri
    CVGIP: Image Understanding

  • Computational aspects of motion perception in natural and artificial vision systems
    A. Verri M. Straforini V. Torre
    … Transactions of the …

  • First-order analysis of optical flow in monkey brain
    GA. Orban L. Lagae A. Verri S. Raiguel
    Proceedings of the …

  • 1991

    Green theorems and qualitative properties of the optical flow
    T. Poggio A. Verri V. Torre
    NA

  • 1990

    Computing optical flow from an overconstrained system of linear algebraic equations
    M. Campani A. Verri
    Proceedings Third International Conference on …

  • Differential techniques for optical flow
    A. Verri F. Girosi V. Torre
    JOSA A

  • Topological aspects of robust control
    F. De Mari R. Ober
    Control of uncertain systems

  • Limit cycles of the two-dimensional motion field
    A. Verri F. Aicardi
    Biological cybernetics

  • 1989

    Motion Segmentation from Optical Flow.
    A. Verri S. Uras E. De Micheli
    Alvey Vision Conference

  • Motion field and optical flow: Qualitative properties
    A. Verri T. Poggio
    IEEE Transactions on pattern analysis and …

  • 3D visual information from vanishing points
    P. Bellutta G. Collini A. Verri V. Torre
    Proceedings. Workshop on …

  • Motion field and optical flow: Qualitative properties
    A. Verri T. Poggio
    IEEE Transactions on pattern analysis and …

  • Mathematical properties of the two-dimensional motion field: from singular points to motion parameters
    A. Verri F. Girosi V. Torre
    JOSA A

  • Constraints for the computation of optical flow
    F. Girosi A. Verri V. Torre
    Proceedings Workshop on Visual Motion

  • Navigation by tracking vanishing points
    P. Bellutta G. Collini A. Verri V. Torre
    NA

  • 1988

    A computational approach to motion perception
    S. Uras F. Girosi A. Verri V. Torre
    Biological Cybernetics

  • Analysis of differential and matching methods for optical flow
    JJ. Little A. Verri
    NA

  • Some perspective projection invariants
    A. Verri A. Yuille
    JOSA A

  • Generalized Eulerian numbers and the topology of the Hessenberg variety of a matrix
    F. De Mari MA. Shayman
    Acta Applicandae Mathematica

  • Hessenberg Varieties and Generalized Eulerian Numbers for Semisimple Lie Groups: The Classical Cases.
    F. Mari MA. Shayman
    NA

  • 1986

    Absolute depth estimate in stereopsis
    A. Verri V. Torre
    JOSA A

  • Regularization theory and shape constraints
    A. Verri T. Poggio
    NA

  • 1979

    Canonical subgroups of formal groups
    J. Lubin
    Transactions of the American Mathematical Society

  • 1967

    Nonrelativistic particles and wave equations
    JM. Lévy-Leblond
    Communications in Mathematical Physics

  • 1952

    Invariant metrics in groups (solution of a problem of Banach)
    VL. Klee
    Proceedings of the American Mathematical Society

  • 1862

    Trasporto ottimo e problemi di evoluzione per sistemi di particelle
    S. Di Marino LA.PM Pratelli
    NA

  • NA

    Generalization properties of doubly online learning algorithms
    J. Lin L. Rosasco
    NA

  • Sobolev spaces in metric measure spaces: reflexivity and lower semicontinuity of slope. Accepted at Adv. St
    L. Ambrosio M. Colombo S. Di Marino
    NA

  • Teaching robots to learn new objects in constant time
    R. Camoriano G. Pasquale C. Ciliberto L. Natale
    NA

  • Reproducing formulas and commutative operator algebras related to affine transformations of the time-frequency plane
    F. De Mari K. Nowak
    NA

  • Design of assistive tools for the market
    M. Chessa N. Noceti C. Martini F. Solari F. Odone
    NA

  • Infinitesimal Hilbertianity of locally CAT (κ)-spaces. Submitted
    S. Di Marino N. Gigli E. Pasqualetto E. Soultanis
    NA

  • Towards and unsupervised framework for behavior analysis
    N. Noceti F. Odone
    NA

  • Vmgdb–the contact visuo motor grasping database
    N. Noceti C. Castellini B. Caputo F. Odone
    NA

  • SPECIFIC GENE EXPRESSION SIGNATURES OF LOW-GRADE GLIOMAS (LGG): LGG. 19.
    S. Mascelli A. Raso P. Nozza S. Pignatelli R. Biassoni
    NA