| DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes D Aran, S Sabato, A Hellman Genome biology 14 (3), 1-14, 2013 | 337 | 2013 |
| Learning and generalization with the information bottleneck O Shamir, S Sabato, N Tishby Theoretical Computer Science 411 (29), 2696-2711, 2010 | 179 | 2010 |
| Loss minimization and parameter estimation with heavy tails D Hsu, S Sabato Journal of Machine Learning Research, 2016 | 173 | 2016 |
| Multiclass learnability and the ERM principle. A Daniely, S Sabato, S Ben-David, S Shalev-Shwartz Journal of Machine Learning Research 16 (2377-2404), 2, 2015 | 112* | 2015 |
| Analyzing system logs: A new view of what’s important S Sabato, E Yom-Tov, A Tsherniak, S Rosset Proceedings of the 2nd USENIX workshop on Tackling computer systems problems …, 2007 | 50 | 2007 |
| Heavy-tailed regression with a generalized median-of-means D Hsu, S Sabato Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014 | 47 | 2014 |
| Multiclass learning approaches: A theoretical comparison with implications A Daniely, S Sabato, S Shwartz Advances in Neural Information Processing Systems 25, 485-493, 2012 | 45 | 2012 |
| Efficient active learning of halfspaces: an aggressive approach A Gonen, S Sabato, S Shalev-Shwartz The Journal of Machine Learning Research 14 (1), 2583-2615, 2013 | 40 | 2013 |
| Active regression by stratification S Sabato, R Munos Advances in Neural Information Processing Systems 27, 469-477, 2014 | 39 | 2014 |
| Apparatus for and method of implementing system log message ranking via system behavior analysis S Sabato, A Tsherniak, E Yom-Tov US Patent 8,452,761, 2013 | 39 | 2013 |
| Multi-instance learning with any hypothesis class S Sabato, N Tishby Journal of Machine Learning Research 13 (Oct), 2999-3039, 2012 | 39 | 2012 |
| Apparatus for and Method of Implementing system Log Message Ranking via System Behavior Analysis S Sabato, A Tsherniak, E Yom-Tov US Patent App. 11/877,679, 2007 | 39* | 2007 |
| System and method for visualization of time-based events S Sabato, A Tsherniak US Patent 8,103,966, 2012 | 34 | 2012 |
| System and method for visualization of time-based events S Sabato, A Tsherniak US Patent 8,103,966, 2012 | 34 | 2012 |
| Active nearest-neighbor learning in metric spaces A Kontorovich, S Sabato, R Urner The Journal of Machine Learning Research 18 (1), 7095-7132, 2017 | 31 | 2017 |
| Clustering oligarchies M Ackerman, S Ben-David, D Loker, S Sabato Proceedings of the Sixteenth International Conference on Artificial …, 2013 | 31 | 2013 |
| Universal Bayes consistency in metric spaces S Hanneke, A Kontorovich, S Sabato, R Weiss arXiv preprint arXiv:1906.09855, 2019 | 29 | 2019 |
| Relational domains and the interpretation of reciprocals S Sabato, Y Winter Linguistics and philosophy 35 (3), 191-241, 2012 | 26 | 2012 |
| Reformulation of constraint satisfaction problems for stochastic search S Sabato, Y Naveh US Patent 7,587,376, 2009 | 25 | 2009 |
| Reformulation of constraint satisfaction problems for stochastic search S Sabato, Y Naveh US Patent 7,587,376, 2009 | 25 | 2009 |
Shai Shalev-ShwartzThe Hebrew UniversityVerified email at cs.huji.ac.il
