Claudio Gentile - Google Scholar Citations

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Citations	4104	2043
h-index	34	24
i10-index	54	39

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Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoVerified email at unimi.it
Fabio VitaleUniversity of Lille & INRIA Lille - Nord EuropeVerified email at inria.fr
Giovanni ZappellaAmazonVerified email at amazon.com
Alex Conconiformerly at University of Milan, ItalyVerified email at frogdesign.com
Shuai LiUniversity of CambridgeVerified email at cam.ac.uk
Yishay MansourTel Aviv UniversityVerified email at tau.ac.il
Alexandros KaratzoglouGoogleVerified email at google.com
Francesco OrabonaAssistant Professor, Boston UniversityVerified email at orabona.com
gianmarco baldiniEuropean Commission - Joint Research CentreVerified email at jrc.ec.europa.eu
Raimondo GiulianiEuropean Commission Joint Research CenterVerified email at ec.europa.eu
Karthik SridharanCornell University, University of Pennsylvania, Toyota Technological InstituteVerified email at ttic.edu
Ofer DekelMicrosoft ResearchVerified email at microsoft.com
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Nicola CanceddaPrincipal Applied Scientist, MicrosoftVerified email at microsoft.com
Gary SteriVerified email at ec.europa.eu
Noga AlonPrinceton University and Tel Aviv UniversityVerified email at tau.ac.il
Mehryar MohriProfessor of Computer Science and Mathematics, Courant Institute of Mathematical Sciences and GoogleVerified email at google.com
Corinna CortesGoogle Research, NYVerified email at google.com
Giulia DeSalvoNew York UniversityVerified email at cims.nyu.edu
Peter AuerMontanuniversität LeobenVerified email at unileoben.ac.at

Claudio Gentile

Google Research, New York, USA

Verified email at google.com - Homepage

Online Learning Learning Theory Machine Learning Theoretical Computer Science


Title	Cited by	Year
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	420	2004
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, L Zaniboni Journal of Machine Learning Research 7, 31-54, 2006	280	2006
A new approximate maximal margin classification algorithm C Gentile Journal of Machine Learning Research 2, 213-242, 2002	279	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	218	2002
A second-order perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	198	2005
The robustness of the p-norm algorithms C Gentile, N Littlestone Proceedings of the 12th Annual Conference on Computational Learning Theory …, 1999	169*	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	162	2006
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	149	2010
Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69 (2), 143-167, 2007	145	2007
Collaborative filtering bandits S Li, A Karatzoglou, C Gentile Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016	132	2016
Online Clustering of Bandits C Gentile, S Li, G Zappella 31st ICML, 2014	117	2014
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	111	2015
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	108	2006
Linear hinge loss and average margin C Gentile, MK Warmuth Advances in Neural Information Processing Systems, 225-231, 1999	94	1999
A gang of bandits N Cesa-Bianchi, C Gentile, G Zappella Advances in Neural Information Processing Systems, 737-745, 2013	79	2013
Selective sampling and active learning from single and multiple teachers O Dekel, C Gentile, K Sridharan Journal of Machine Learning Research 13, 2655-2697, 2012	71	2012
Multiclass Classification with Bandit Feedback using Adaptive Regularization K Crammer, C Gentile Machine Learning 90 (3), 347-383, 2013	65	2013
Kernel methods for document filtering N Cancedda, C Goutte, JM Renders, N Cesa-Bianchi, A Conconi, Y Li, ... TREC 36, 132, 2002	65	2002
From bandits to experts: A tale of domination and independence N Alon, N Cesa-Bianchi, C Gentile, Y Mansour Advances in Neural Information Processing Systems, 1610-1618, 2013	58	2013
Robust bounds for classification via selective sampling N Cesa-Bianchi, C Gentile, F Orabona Proceedings of the 26th annual international conference on machine learning …, 2009	56	2009

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