Lorenzo Rosasco

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TOMASO POGGIOMcDermott Professor in Brain Sciences, MITPreverjeni e-poštni naslov na ai.mit.edu
Ernesto De VitoMaLGa Machine Learning Genoa Center - Università di GenovaPreverjeni e-poštni naslov na unige.it
silvia villaMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaPreverjeni e-poštni naslov na unige.it
alessandro verriprofessor of computer science, dibris, università degli studi di genovaPreverjeni e-poštni naslov na unige.it
Alessandro RudiINRIA - École Normale SupérieurePreverjeni e-poštni naslov na inria.fr
Carlo CilibertoUniversity College LondonPreverjeni e-poštni naslov na ucl.ac.uk
Lorenzo NataleTenured Senior Scientist, Istituto Italiano di TecnologiaPreverjeni e-poštni naslov na iit.it
Raffaello CamorianoAssistant Professor, Politecnico di Torino; Affiliated Researcher, Istituto Italiano di TecnologiaPreverjeni e-poštni naslov na polito.it
Francesca OdoneMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaPreverjeni e-poštni naslov na unige.it
Fabio AnselmiAssistant professor at University of Trieste, MIT affiliatePreverjeni e-poštni naslov na units.it
Giulia PasqualeChief Technician, Istituto Italiano di TecnologiaPreverjeni e-poštni naslov na iit.it
Matteo SantoroCamelot Biomedical Systems SrlPreverjeni e-poštni naslov na camelotbio.com
Annalisa BarlaAssociate Professor at Computer Science Department, University of Genoa, ItalyPreverjeni e-poštni naslov na unige.it
Andrea TacchettiGoogle DeepMindPreverjeni e-poštni naslov na google.com
Joel Z LeiboResearch scientistPreverjeni e-poštni naslov na google.com
Bang Cong Vu3NLab, BeRC, Leuven, BelgiumPreverjeni e-poštni naslov na qplox.com
Hrushikesh MhaskarDistinguished Research Professor, Claremont Graduate UniversityPreverjeni e-poštni naslov na cgu.edu
Sergei PereverzevProfessor, Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy ofPreverjeni e-poštni naslov na oeaw.ac.at
Georgios EvangelopoulosStaff Research Scientist, GooglePreverjeni e-poštni naslov na google.com
Giorgio MettaScientific Director, Istituto Italiano di TecnologiaPreverjeni e-poštni naslov na iit.it

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Lorenzo Rosasco

MaLGa Machine Learning Genoa Center - Università degli Studi di Genova

Preverjeni e-poštni naslov na unige.it - Domača stran

learning theory machine learning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Holographic embeddings of knowledge graphs M Nickel, L Rosasco, T Poggio Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016	1508	2016
On early stopping in gradient descent learning Y Yao, L Rosasco, A Caponnetto Constructive Approximation 26 (2), 289-315, 2007	1298	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	1097	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	743	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	713	2004
Generalization properties of learning with random features A Rudi, L Rosasco Advances in neural information processing systems 30, 2017	394	2017
Elastic-net regularization in learning theory C De Mol, E De Vito, L Rosasco Journal of Complexity 25 (2), 201-230, 2009	367	2009
On regularization algorithms in learning theory F Bauer, S Pereverzev, L Rosasco Journal of complexity 23 (1), 52-72, 2007	358	2007
Less is more: Nyström computational regularization A Rudi, R Camoriano, L Rosasco Advances in neural information processing systems 28, 2015	355	2015
On Learning with Integral Operators. L Rosasco, M Belkin, E De Vito Journal of Machine Learning Research 11 (2), 2010	298	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	291	2005
Falkon: An optimal large scale kernel method A Rudi, L Carratino, L Rosasco Advances in neural information processing systems 30, 2017	237	2017
Iterative projection methods for structured sparsity regularization L Rosasco, A Verri, M Santoro, S Mosci, S Villa	229*	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	215	2005
Spectral algorithms for supervised learning LL Gerfo, L Rosasco, F Odone, ED Vito, A Verri Neural Computation 20 (7), 1873-1897, 2008	184	2008
Convergence of stochastic proximal gradient algorithm L Rosasco, S Villa, BC Vũ Applied Mathematics & Optimization 82, 891-917, 2020	171	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	150	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	136	2017
Optimal Learning for Multi-pass Stochastic Gradient Methods J Lin, L Rosasco Advances in Neural Information Processing Systems, 4556-4564, 2016	132*	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	126	2020

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