Claudio Gentile - Google Scholar Citations

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	All	Since 2014
Citations	3821	2116
h-index	32	25
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Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoVerified email at unimi.it
Fabio VitaleSapienza University of RomeVerified email at inria.fr
Giovanni ZappellaAmazonVerified email at amazon.com
Shuai LiUniversity of CambridgeVerified email at cam.ac.uk
Yishay MansourTel Aviv UniversityVerified email at tau.ac.il
Alexandros KaratzoglouTelefonica ResearchVerified email at tid.es
Francesco OrabonaAssistant Professor, Boston UniversityVerified email at orabona.com
gianmarco baldiniEuropean Commission - Joint Research CentreVerified email at jrc.ec.europa.eu
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Nicola CanceddaPrincipal Applied Scientist, MicrosoftVerified email at microsoft.com
Karthik SridharanCornell University, University of Pennsylvania, Toyota Technological InstituteVerified email at ttic.edu
Ofer DekelMicrosoft ResearchVerified email at microsoft.com
Gary SteriVerified email at ec.europa.eu
Peter AuerMontanuniversität LeobenVerified email at unileoben.ac.at
Noga AlonPrinceton University and Tel Aviv UniversityVerified email at tau.ac.il
Cyril GoutteTeam lead, Multilingual Text Processing, National Research CouncilVerified email at nrc.ca
Thore GraepelResearch Scientist, Google DeepMind, and Professor of Computer Science, UCLVerified email at ucl.ac.uk
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

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	392	2004
Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, L Zaniboni Journal of Machine Learning Research 7, 31-54, 2006	271	2006
A new approximate maximal margin classification algorithm C Gentile Journal of Machine Learning Research 2, 213-242, 2002	270	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	211	2002
A second-order perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005	183	2005
The robustness of the p-norm algorithms. Colt 1999 C Gentile, N Littlestone Proceedings of the 12th Annual Conference on Computational Learning Theory, 1-11, 1999	162*	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	159	2006
Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010	139	2010
Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69 (2), 143-167, 2007	137	2007
Collaborative filtering bandits S Li, A Karatzoglou, C Gentile Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016	109	2016
Online Clustering of Bandits C Gentile, S Li, G Zappella 31st ICML, 2014	103	2014
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	102	2006
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	96	2015
Linear hinge loss and average margin C Gentile, MK Warmuth Advances in Neural Information Processing Systems, 225-231, 1999	91	1999
A gang of bandits N Cesa-Bianchi, C Gentile, G Zappella Advances in Neural Information Processing Systems, 737-745, 2013	76	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
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	64	2012
Multiclass Classification with Bandit Feedback using Adaptive Regularization K Crammer, C Gentile Machine Learning 90 (3), 347-383, 2013	61	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	53	2009
Robust Selective Sampling from Single and Multiple Teachers O Dekel, C Gentile, K Sridharan COLT, 346-358, 2010	52	2010

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