| 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 | 688 | 2004 |
| Collaborative filtering bandits S Li, A Karatzoglou, C Gentile Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016 | 449 | 2016 |
| Incremental algorithms for hierarchical classification N Cesa-Bianchi, C Gentile, L Zaniboni Journal of Machine Learning Research 7, 31--54, 2006 | 379 | 2006 |
| Online Clustering of Bandits C Gentile, S Li, G Zappella 31st ICML, 2014 | 367 | 2014 |
| A new approximate maximal margin classification algorithm C Gentile Journal of Machine Learning Research 2, 213-242, 2002 | 359 | 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 | 354 | 2002 |
| Boltzmann exploration done right N Cesa-Bianchi, C Gentile, G Lugosi, G Neu arXiv preprint arXiv:1705.10257, 2017 | 290 | 2017 |
| A second-order perceptron algorithm N Cesa-Bianchi, A Conconi, C Gentile SIAM Journal on Computing 34 (3), 640-668, 2005 | 255 | 2005 |
| The robustness of the p-norm algorithms C Gentile, N Littlestone Proceedings of the 12th Annual Conference on Computational Learning Theory …, 1999 | 239 | 1999 |
| 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 | 233 | 2021 |
| 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 | 223 | 2006 |
| Linear algorithms for online multitask classification G Cavallanti, N Cesa-Bianchi, C Gentile The Journal of Machine Learning Research 11, 2901-2934, 2010 | 215 | 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 | 212 | 2015 |
| A gang of bandits N Cesa-Bianchi, C Gentile, G Zappella Advances in neural information processing systems 26, 2013 | 207 | 2013 |
| Linear hinge loss and average margin C Gentile, MK Warmuth Advances in Neural Information Processing Systems, 225-231, 1999 | 205 | 1999 |
| Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014 | 193 | 2014 |
| Tracking the best hyperplane with a simple budget perceptron G Cavallanti, N Cesa-Bianchi, C Gentile Machine Learning 69 (2), 143-167, 2007 | 192 | 2007 |
| 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 | 174 | 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 | 173 | 2017 |
| 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 | 167 | 2006 |
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di Milano and Politecnico di MilanoVerified email at unimi.it
