silvia villa

Citata da

	Tutte	Dal 2016
Citazioni	1103	770
Indice H	17	14
i10-index	26	21

180

135

200820092010201120122013201420152016201720182019202020214 5 10 28 48 50 79 89 108 130 166 160 175 30

Coautori

Lorenzo RosascoMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaEmail verificata su mit.edu
alessandro verriprofessor of computer science, dibris, università degli studi di genovaEmail verificata su unige.it
Matteo SantoroCamelot Biomedical Systems SrlEmail verificata su camelotbio.com
Bang Cong VuEmail verificata su vnu.edu.vn
Saverio SalzoResearcher, Istituto Italiano di Tecnologia, GenovaEmail verificata su iit.it
Guillaume GarrigosUniversité Paris-DiderotEmail verificata su lpsm.paris
Luca BaldassarreLead Data Scientist, Swiss ReEmail verificata su swissre.com
Patrick Louis CombettesDepartment of Mathematics, North Carolina State UniversityEmail verificata su math.ncsu.edu
Ernesto De VitoMaLGa Machine Learning Genoa Center - Università di GenovaEmail verificata su unige.it
Curzio BassoCAMELOT Biomedical Systems SrlEmail verificata su camelotbio.com
Fioravante PatroneASD Scuderia La BellariaEmail verificata su fioravante.patrone.name
Carlo CilibertoUniversity College LondonEmail verificata su ucl.ac.uk
Marco BeccutiUniv. degli studi di TorinoEmail verificata su di.unito.it
Alberto BemporadProfessor of Control Systems, IMT Lucca, ItalyEmail verificata su imtlucca.it
Panagiotis (Panos) PatrinosAssociate Professor, KU LeuvenEmail verificata su esat.kuleuven.be
Junhong LinZhejiang UniversityEmail verificata su zju.edu.cn
Vito FragnelliProfessor of Game Theory, University of Eastern PiedmontEmail verificata su mfn.unipmn.it
Andreas ThemelisKyushu UniversityEmail verificata su m.kyushu-u.ac.jp
TOMASO POGGIOMcDermott Professor in Brain Sciences, MITEmail verificata su ai.mit.edu

silvia villa

MaLGa Machine Learning Genoa Center - Università degli Studi di Genova

Email verificata su dima.unige.it - Home page

optimization convex analysis machine learning game theory


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Solving structured sparsity regularization with proximal methods S Mosci, L Rosasco, M Santoro, A Verri, S Villa Joint European conference on machine learning and knowledge discovery in …, 2010	186*	2010
Accelerated and inexact forward-backward algorithms S Villa, S Salzo, L Baldassarre, A Verri SIAM Journal on Optimization 23 (3), 1607-1633, 2013	145	2013
Convergence of stochastic proximal gradient algorithm L Rosasco, S Villa, BC Vũ arXiv preprint arXiv:1403.5074, 2014	83	2014
Nonparametric sparsity and regularization LA Rosasco, S Villa, S Mosci, M Santoro, A Verri Association for Computing Machinery (ACM), 2013	71	2013
Inexact and accelerated proximal point algorithms S Salzo, S Villa Journal of Convex analysis 19 (4), 1167-1192, 2012	71	2012
Learning with incremental iterative regularization L Rosasco, S Villa arXiv preprint arXiv:1405.0042, 2014	68	2014
A primal-dual algorithm for group sparse regularization with overlapping groups S Mosci, S Villa, A Verri, L Rosasco Advances in Neural Information Processing Systems, 2604-2612, 2010	63	2010
Stochastic forward–backward splitting for monotone inclusions L Rosasco, S Villa, BC Vũ Journal of Optimization Theory and Applications 169 (2), 388-406, 2016	37*	2016
Proximal methods for the latent group lasso penalty S Villa, L Rosasco, S Mosci, A Verri Computational Optimization and Applications 58 (2), 381-407, 2014	31	2014
A regularization approach to nonlinear variable selection L Rosasco, M Santoro, S Mosci, A Verri, S Villa Proceedings of the Thirteenth International Conference on Artificial …, 2010	29	2010
Convergence analysis of a proximal Gauss-Newton method S Salzo, S Villa Computational Optimization and Applications, 2011	27	2011
A stochastic inertial forward–backward splitting algorithm for multivariate monotone inclusions L Rosasco, S Villa, BC Vũ Optimization 65 (6), 1293-1314, 2016	25	2016
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, 2017	21	2017
An extension of Mercer theorem to matrix-valued measurable kernels E De Vito, V Umanità, S Villa Applied and Computational Harmonic Analysis 34 (3), 339-351, 2013	21	2013
Iterative regularization via dual diagonal descent G Garrigos, L Rosasco, S Villa Journal of Mathematical Imaging and Vision 60 (2), 189-215, 2018	20	2018
Learning multiple visual tasks while discovering their structure C Ciliberto, L Rosasco, S Villa Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015	17	2015
PADDLE: proximal algorithm for dual dictionaries learning C Basso, M Santoro, A Verri, S Villa Artificial Neural Networks and Machine Learning–ICANN 2011, 379-386, 2011	17	2011
Convergence of stochastic proximal gradient algorithm L Rosasco, S Villa, BC Vũ Applied Mathematics & Optimization, 1-27, 2019	13	2019
Consistent learning by composite proximal thresholding PL Combettes, S Salzo, S Villa Mathematical Programming 167 (1), 99-127, 2018	12	2018
Regularization by early stopping for online learning algorithms L Rosasco, A Tacchetti, S Villa stat 1050, 30, 2014	12	2014

Il sistema al momento non può eseguire l'operazione. Riprova più tardi.

Articoli 1–20

Citazioni per anno

Citazioni duplicate

Citazioni unite

Aggiungi coautoriCoautori

Carica PDF

Segui questo autore

Citata da

Coautori