Sivan Sabato

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Shai Shalev-ShwartzThe Hebrew UniversityVerified email at cs.huji.ac.il
Daniel HsuColumbia UniversityVerified email at cs.columbia.edu
Elad Yom-TovBar Ilan UniversityVerified email at yom-tov.info
Amit DanielyHebrew UniversityVerified email at mail.huji.ac.il
Aryeh KontorovichProfessor of Computer Science at Ben-Gurion UniversityVerified email at cs.bgu.ac.il
Tom HessPhD. Student of Computer Science at Ben-Gurion University of the NegevVerified email at post.bgu.ac.il
Shai Ben-DavidUniverity of Waterloo, CanadaVerified email at uwaterloo.ca
Yoad WinterUtrecht UniversityVerified email at uu.nl
Aviad TsherniakBroad Institute of Harvard and MITVerified email at broadinstitute.org
Ohad ShamirWeizmann Institute of ScienceVerified email at weizmann.ac.il
Nathan SrebroProfessor, TTIC and University of ChicagoVerified email at ttic.edu
Dvir AranAssistant Professor @ TechnionVerified email at technion.ac.il
Gil KerenFacebook Inc.Verified email at fb.com
Björn SchullerProfessor, TUM / Imperial College London & CSO, audEERINGVerified email at tum.de
Roi WeissAriel UniversityVerified email at ariel.ac.il
Saharon RossetTel Aviv UniversityVerified email at post.tau.ac.il
Steve HannekePurdue UniversityVerified email at ttic.edu
Rémi MunosDeepMindVerified email at inria.fr
Ruth UrnerAssociate Professor, York University, TorontoVerified email at eecs.yorku.ca
Maya (Margareta) AckermanWaveAI, Santa Clara UniversityVerified email at wave-ai.net

Sivan Sabato

McMaster University

Verified email at mcmaster.ca - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes D Aran, S Sabato, A Hellman Genome biology 14 (3), 1-14, 2013	364	2013
Learning and generalization with the information bottleneck O Shamir, S Sabato, N Tishby Theoretical Computer Science 411 (29), 2696-2711, 2010	208	2010
Loss minimization and parameter estimation with heavy tails D Hsu, S Sabato Journal of Machine Learning Research, 2016	194	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	142*	2015
Heavy-tailed regression with a generalized median-of-means D Hsu, S Sabato Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014	51	2014
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	51	2007
Multiclass learning approaches: A theoretical comparison with implications A Daniely, S Sabato, S Shwartz Advances in Neural Information Processing Systems 25, 485-493, 2012	50	2012
Universal Bayes consistency in metric spaces S Hanneke, A Kontorovich, S Sabato, R Weiss arXiv preprint arXiv:1906.09855, 2019	45	2019
Active regression by stratification S Sabato, R Munos Advances in Neural Information Processing Systems 27, 469-477, 2014	44	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	41	2013
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	41	2013
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	41*	2007
System and method for visualization of time-based events S Sabato, A Tsherniak US Patent 8,103,966, 2012	39	2012
System and method for visualization of time-based events S Sabato, A Tsherniak US Patent 8,103,966, 2012	39	2012
Multi-instance learning with any hypothesis class S Sabato, N Tishby Journal of Machine Learning Research 13 (Oct), 2999-3039, 2012	39	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	34	2017
Clustering oligarchies M Ackerman, S Ben-David, D Loker, S Sabato Proceedings of the Sixteenth International Conference on Artificial …, 2013	31	2013
Nearest-neighbor sample compression: Efficiency, consistency, infinite dimensions A Kontorovich, S Sabato, R Weiss Advances in Neural Information Processing Systems 30, 1573-1583, 2017	28	2017
Relational domains and the interpretation of reciprocals S Sabato, Y Winter Linguistics and philosophy 35 (3), 191-241, 2012	27	2012
Reformulation of constraint satisfaction problems for stochastic search S Sabato, Y Naveh US Patent 7,587,376, 2009	25	2009

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