Claudio Gentile
Claudio Gentile
Google Research, New York, USA
Verified email at google.com - Homepage
TitleCited byYear
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
3922004
Incremental algorithms for hierarchical classification
N Cesa-Bianchi, C Gentile, L Zaniboni
Journal of Machine Learning Research 7, 31-54, 2006
2712006
A new approximate maximal margin classification algorithm
C Gentile
Journal of Machine Learning Research 2, 213-242, 2002
2702002
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
2112002
A second-order perceptron algorithm
N Cesa-Bianchi, A Conconi, C Gentile
SIAM Journal on Computing 34 (3), 640-668, 2005
1832005
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
1592006
Linear algorithms for online multitask classification
G Cavallanti, N Cesa-Bianchi, C Gentile
The Journal of Machine Learning Research 11, 2901-2934, 2010
1392010
Tracking the best hyperplane with a simple budget perceptron
G Cavallanti, N Cesa-Bianchi, C Gentile
Machine Learning 69 (2), 143-167, 2007
1372007
Collaborative filtering bandits
S Li, A Karatzoglou, C Gentile
Proceedings of the 39th International ACM SIGIR conference on Research and†…, 2016
1092016
Online Clustering of Bandits
C Gentile, S Li, G Zappella
31st ICML, 2014
1032014
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
1022006
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
962015
Linear hinge loss and average margin
C Gentile, MK Warmuth
Advances in Neural Information Processing Systems, 225-231, 1999
911999
A gang of bandits
N Cesa-Bianchi, C Gentile, G Zappella
Advances in Neural Information Processing Systems, 737-745, 2013
762013
Kernel methods for document filtering
N Cancedda, C Goutte, JM Renders, N Cesa-Bianchi, A Conconi, Y Li, ...
TREC 36, 132, 2002
652002
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
642012
Multiclass Classification with Bandit Feedback using Adaptive Regularization
K Crammer, C Gentile
Machine Learning 90 (3), 347-383, 2013
612013
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
532009
Robust Selective Sampling from Single and Multiple Teachers
O Dekel, C Gentile, K Sridharan
COLT, 346-358, 2010
522010
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Articles 1–20