Lorenzo Rosasco

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TOMASO POGGIOMcDermott Professor in Brain Sciences, MITCorreu electrònic verificat a ai.mit.edu
Ernesto De VitoMaLGa Machine Learning Genoa Center - Università di GenovaCorreu electrònic verificat a unige.it
silvia villaMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaCorreu electrònic verificat a unige.it
alessandro verriprofessor of computer science, dibris, università degli studi di genovaCorreu electrònic verificat a unige.it
Alessandro RudiINRIA - École Normale SupérieureCorreu electrònic verificat a inria.fr
Carlo CilibertoUniversity College LondonCorreu electrònic verificat a ucl.ac.uk
Lorenzo NataleTenured Senior Scientist, Istituto Italiano di TecnologiaCorreu electrònic verificat a iit.it
Raffaello CamorianoAssistant Professor, Politecnico di Torino; Affiliated Researcher, Istituto Italiano di TecnologiaCorreu electrònic verificat a polito.it
Francesca OdoneMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaCorreu electrònic verificat a unige.it
Fabio AnselmiAssistant professor at University of Trieste, MIT affiliateCorreu electrònic verificat a units.it
Giulia PasqualeChief Technician, Istituto Italiano di TecnologiaCorreu electrònic verificat a iit.it
Matteo SantoroCamelot Biomedical Systems SrlCorreu electrònic verificat a camelotbio.com
Annalisa BarlaAssociate Professor at Computer Science Department, University of Genoa, ItalyCorreu electrònic verificat a unige.it
Andrea TacchettiGoogle DeepMindCorreu electrònic verificat a google.com
Joel Z LeiboResearch scientistCorreu electrònic verificat a google.com
Bang Cong Vu3NLab, BeRC, Leuven, BelgiumCorreu electrònic verificat a qplox.com
Hrushikesh MhaskarDistinguished Research Professor, Claremont Graduate UniversityCorreu electrònic verificat a cgu.edu
Sergei PereverzevProfessor, Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy ofCorreu electrònic verificat a oeaw.ac.at
Georgios EvangelopoulosStaff Research Scientist, GoogleCorreu electrònic verificat a google.com
Giorgio MettaScientific Director, Istituto Italiano di TecnologiaCorreu electrònic verificat a iit.it

Segueix

Lorenzo Rosasco

MaLGa Machine Learning Genoa Center - Università degli Studi di Genova

Correu electrònic verificat a unige.it - Pàgina d'inici

learning theory machine learning


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Holographic embeddings of knowledge graphs M Nickel, L Rosasco, T Poggio Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016	1540	2016
On early stopping in gradient descent learning Y Yao, L Rosasco, A Caponnetto Constructive Approximation 26 (2), 289-315, 2007	1329	2007
Kernels for vector-valued functions: A review MA Alvarez, L Rosasco, ND Lawrence Foundations and Trends® in Machine Learning 4 (3), 195-266, 2012	1131	2012
Why and when can deep-but not shallow-networks avoid the curse of dimensionality: a review T Poggio, H Mhaskar, L Rosasco, B Miranda, Q Liao International Journal of Automation and Computing 14 (5), 503-519, 2017	771	2017
Are loss functions all the same? L Rosasco, E De Vito, A Caponnetto, M Piana, A Verri Neural computation 16 (5), 1063-1076, 2004	718	2004
Generalization properties of learning with random features A Rudi, L Rosasco Advances in neural information processing systems 30, 2017	408	2017
Elastic-net regularization in learning theory C De Mol, E De Vito, L Rosasco Journal of Complexity 25 (2), 201-230, 2009	381	2009
Less is more: Nyström computational regularization A Rudi, R Camoriano, L Rosasco Advances in neural information processing systems 28, 2015	363	2015
On regularization algorithms in learning theory F Bauer, S Pereverzev, L Rosasco Journal of complexity 23 (1), 52-72, 2007	363	2007
On Learning with Integral Operators. L Rosasco, M Belkin, E De Vito Journal of Machine Learning Research 11 (2), 2010	304	2010
Learning from Examples as an Inverse Problem. E De Vito, L Rosasco, A Caponnetto, U De Giovannini, F Odone, P Bartlett Journal of Machine Learning Research 6 (5), 2005	299	2005
Falkon: An optimal large scale kernel method A Rudi, L Carratino, L Rosasco Advances in neural information processing systems 30, 2017	245	2017
Iterative projection methods for structured sparsity regularization L Rosasco, A Verri, M Santoro, S Mosci, S Villa	231*	2009
Model selection for regularized least-squares algorithm in learning theory E De Vito, A Caponnetto, L Rosasco Foundations of Computational Mathematics 5, 59-85, 2005	216	2005
Spectral algorithms for supervised learning LL Gerfo, L Rosasco, F Odone, ED Vito, A Verri Neural Computation 20 (7), 1873-1897, 2008	188	2008
Convergence of stochastic proximal gradient algorithm L Rosasco, S Villa, BC Vũ Applied Mathematics & Optimization 82, 891-917, 2020	173	2020
Unsupervised learning of invariant representations F Anselmi, JZ Leibo, L Rosasco, J Mutch, A Tacchetti, T Poggio Theoretical Computer Science 633, 112-121, 2016	152	2016
Theory of deep learning III: explaining the non-overfitting puzzle T Poggio, K Kawaguchi, Q Liao, B Miranda, L Rosasco, X Boix, J Hidary, ... arXiv preprint arXiv:1801.00173, 2017	138	2017
Optimal Learning for Multi-pass Stochastic Gradient Methods J Lin, L Rosasco Advances in Neural Information Processing Systems, 4556-4564, 2016	136*	2016
Kernel methods through the roof: handling billions of points efficiently G Meanti, L Carratino, L Rosasco, A Rudi Advances in Neural Information Processing Systems 33, 14410-14422, 2020	135	2020

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