Claudio Gentile

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Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di Milano and Politecnico di MilanoVerified email at unimi.it
Giovanni ZappellaAWSVerified email at amazon.com
Alex ConconiUniversity of Milan, ItalyVerified email at frog.co
Giulia DeSalvoGoogle ResearchVerified email at GOOGLE.COM
Yishay MansourTel Aviv UniversityVerified email at tauex.tau.ac.il
Shuai LiPresident, Chairman, Professor, Cambridge University, The University of Tokyo, Tsinghua UniversityVerified email at cam.ac.uk
Mehryar MohriHead, ML Theory, Google Research; Professor, Courant Institute of Mathematical Sciences.Verified email at google.com
Corinna CortesGoogle Research, NYVerified email at google.com
Alexandros KaratzoglouGoogle DeepmindVerified email at google.com
gianmarco baldiniEuropean Commission - Joint Research CentreVerified email at jrc.ec.europa.eu
Christoph DannResearch Scientist, GoogleVerified email at google.com
Francesco OrabonaAssociate Professor, KAUSTVerified email at orabona.com
Raimondo GiulianiEuropean Commission Joint Research CenterVerified email at ec.europa.eu
Ningshan ZhangVerified email at stern.nyu.edu
Aldo PacchianoBoston University and Broad Institute of MIT and HarvardVerified email at bu.edu
Gary SteriEuropean Commission Joint Research CentreVerified email at ec.europa.eu
Manfred K. Warmuthvisiting Google BrainVerified email at google.com
Anand RajagopalanGoogleVerified email at google.com
Noga AlonPrinceton University and Tel Aviv UniversityVerified email at tau.ac.il
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk

Claudio Gentile

Google Research, New York, USA

Verified email at google.com - Homepage

Online Learning Active Learning Privacy Machine Learning AI


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On the generalization ability of on-line learning algorithms N Cesa-Bianchi, A Conconi, C Gentile Information Theory, IEEE Transactions on 50 (9), 2050-2057, 2004	645	2004
Collaborative filtering bandits S Li, A Karatzoglou, C Gentile Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016	424	2016
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, L Zaniboni Journal of Machine Learning Research 7, 31--54, 2006	374	2006
A new approximate maximal margin classification algorithm C Gentile Journal of Machine Learning Research 2, 213-242, 2002	353	2002
Adaptive and self-confident on-line learning algorithms P Auer, N Cesa-Bianchi, C Gentile Journal of Computer and System Sciences 64 (1), 48-75, 2002	343	2002
Online Clustering of Bandits C Gentile, S Li, G Zappella 31st ICML, 2014	333	2014
A second-order perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	258	2005
Boltzmann exploration done right N Cesa-Bianchi, C Gentile, G Lugosi, G Neu arXiv preprint arXiv:1705.10257, 2017	240	2017
The robustness of the p-norm algorithms C Gentile, N Littlestone Proceedings of the 12th Annual Conference on Computational Learning Theory …, 1999	233	1999
Hierarchical classification: combining bayes with svm N Cesa-Bianchi, C Gentile, L Zaniboni Proceedings of the 23rd international conference on Machine learning, 177-184, 2006	219	2006
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	212	2010
Regret Minimization for Reserve Prices in Second-Price Auctions N Cesa-Bianchi, C Gentile, Y Mansour IEEE Transactions on Information Theory 61 (1), 549-564, 2015	206	2015
Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69 (2), 143-167, 2007	194	2007
A gang of bandits N Cesa-Bianchi, C Gentile, G Zappella Advances in neural information processing systems 26, 2013	190	2013
Linear hinge loss and average margin C Gentile, MK Warmuth Advances in Neural Information Processing Systems, 225-231, 1999	188	1999
Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014	177	2014
Batch active learning at scale G Citovsky, G DeSalvo, C Gentile, L Karydas, A Rajagopalan, ... Advances in Neural Information Processing Systems 34, 11933-11944, 2021	176	2021
Worst-case analysis of selective sampling for linear classification N Cesa-Bianchi, C Gentile, L Zaniboni The Journal of Machine Learning Research 7, 1205-1230, 2006	164	2006
On Context-Dependent Clustering of Bandits C Gentile, S Li, P Kar, A Karatzoglou, G Zappella, E Etrue 34th International Conference on Machine Learning (ICML 2017), 1253-1262, 2017	159	2017
Nonstochastic multi-armed bandits with graph-structured feedback N Alon, N Cesa-Bianchi, C Gentile, S Mannor, Y Mansour, O Shamir SIAM Journal on Computing 46 (6), 1785-1826, 2017	156	2017

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