Lorenzo Rosasco

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Citations	9557	7174
h-index	47	39
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TOMASO POGGIOMcDermott Professor in Brain Sciences, MITVerified email at ai.mit.edu
Ernesto De VitoMaLGa Machine Learning Genoa Center - Università di GenovaVerified email at unige.it
alessandro verriprofessor of computer science, dibris, università degli studi di genovaVerified email at unige.it
silvia villaMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaVerified email at dima.unige.it
Alessandro RudiINRIA - École Normale SupérieureVerified email at inria.fr
Carlo CilibertoUniversity College LondonVerified email at ucl.ac.uk
Lorenzo NataleTenured Senior Scientist, Istituto Italiano di TecnologiaVerified email at iit.it
Raffaello CamorianoPostdoctoral Researcher (LCSL - IIT@MIT), Istituto Italiano di TecnologiaVerified email at iit.it
Matteo SantoroCamelot Biomedical Systems SrlVerified email at camelotbio.com
Francesca OdoneMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaVerified email at unige.it
Annalisa BarlaAssociate Professor at Computer Science Department, University of Genoa, ItalyVerified email at unige.it
Giulia PasqualeSenior TechnicianVerified email at iit.it
Andrea TacchettiResearch Scientist - DeepMindVerified email at google.com
Joel Z LeiboResearch scientistVerified email at google.com
Bang Cong Vu3NLab, BeRC, Leuven, BelgiumVerified email at qplox.com
Hrushikesh MhaskarClaremont Graduate UniversityVerified email at cgu.edu
Varesio LuigiIstituto Giannina GasliniVerified email at ospedale-gaslini.ge.it
Georgios EvangelopoulosX, the moonshot factoryVerified email at google.com
Sergei PereverzevProfessor, Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy ofVerified email at oeaw.ac.at
Giorgio MettaScientific Director, Istituto Italiano di TecnologiaVerified email at iit.it

Lorenzo Rosasco

MaLGa Machine Learning Genoa Center - Università degli Studi di Genova

Verified email at unige.it - Homepage

machine learning


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Holographic embeddings of knowledge graphs M Nickel, L Rosasco, T Poggio Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	926	2016
On early stopping in gradient descent learning Y Yao, L Rosasco, A Caponnetto Constructive Approximation 26 (2), 289-315, 2007	790	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	704	2012
Are loss functions all the same? L Rosasco, E De Vito, A Caponnetto, M Piana, A Verri Neural computation 16 (5), 1063-1076, 2004	499	2004
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	454	2017
Elastic-net regularization in learning theory C De Mol, E De Vito, L Rosasco Journal of Complexity 25 (2), 201-230, 2009	254	2009
On regularization algorithms in learning theory F Bauer, S Pereverzev, L Rosasco Journal of complexity 23 (1), 52-72, 2007	254	2007
Less is more: Nyström computational regularization A Rudi, R Camoriano, L Rosasco Advances in Neural Information Processing Systems 28, 2015	234	2015
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	225	2005
Generalization properties of learning with random features A Rudi, L Rosasco Advances in neural information processing systems 30, 2017	223	2017
On learning with integral operators. L Rosasco, M Belkin, E De Vito Journal of Machine Learning Research 11 (2), 2010	219	2010
Iterative projection methods for structured sparsity regularization L Rosasco, A Verri, M Santoro, S Mosci, S Villa	203*	2009
Model selection for regularized least-squares algorithm in learning theory E De Vito, A Caponnetto, L Rosasco Foundations of Computational Mathematics 5 (1), 59-85, 2005	197	2005
Spectral algorithms for supervised learning LL Gerfo, L Rosasco, F Odone, ED Vito, A Verri Neural Computation 20 (7), 1873-1897, 2008	142	2008
Falkon: An optimal large scale kernel method A Rudi, L Carratino, L Rosasco Advances in neural information processing systems 30, 2017	127	2017
Convergence of stochastic proximal gradient algorithm L Rosasco, S Villa, BC Vũ arXiv preprint arXiv:1403.5074, 2014	118*	2014
Unsupervised learning of invariant representations F Anselmi, JZ Leibo, L Rosasco, J Mutch, A Tacchetti, T Poggio Theoretical Computer Science 633, 112-121, 2016	111	2016
Some properties of regularized kernel methods E De Vito, L Rosasco, A Caponnetto, M Piana, A Verri The Journal of Machine Learning Research 5, 1363-1390, 2004	110	2004
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	98	2017
A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients P Fardin, A Barla, S Mosci, L Rosasco, A Verri, R Versteeg, HN Caron, ... Molecular cancer 9 (1), 1-15, 2010	89	2010

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