Sivan Sabato 个人学术档案 - 学术资源搜索

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	总计	2019 年至今
引用	1878	1135
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i10 指数	33	23

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Shai Shalev-ShwartzThe Hebrew University在 cs.huji.ac.il 的电子邮件经过验证
Daniel HsuColumbia University在 cs.columbia.edu 的电子邮件经过验证
Elad Yom-TovBar Ilan University在 yom-tov.info 的电子邮件经过验证
Amit DanielyHebrew University在 mail.huji.ac.il 的电子邮件经过验证
Aryeh KontorovichProfessor of Computer Science at Ben-Gurion University在 cs.bgu.ac.il 的电子邮件经过验证
Shai Ben-DavidUniverity of Waterloo, Canada在 uwaterloo.ca 的电子邮件经过验证
Tom HessPhD. Student of Computer Science at Ben-Gurion University of the Negev在 post.bgu.ac.il 的电子邮件经过验证
Yoad WinterUtrecht University在 uu.nl 的电子邮件经过验证
Ohad ShamirWeizmann Institute of Science在 weizmann.ac.il 的电子邮件经过验证
Aviad TsherniakBroad Institute of Harvard and MIT在 broadinstitute.org 的电子邮件经过验证
Nathan SrebroProfessor, TTIC and University of Chicago在 ttic.edu 的电子邮件经过验证
Dvir AranAssistant Professor @ Technion - Israel Institute of Technology在 technion.ac.il 的电子邮件经过验证
Gil KerenFacebook Inc.在 fb.com 的电子邮件经过验证
Björn SchullerProfessor, Technische Universität München (TUM) / Imperial College London & CSO, audEERING在 tum.de 的电子邮件经过验证
Roi WeissAriel University在 ariel.ac.il 的电子邮件经过验证
Steve HannekePurdue University在 ttic.edu 的电子邮件经过验证
Saharon RossetTel Aviv University在 post.tau.ac.il 的电子邮件经过验证
Rémi MunosGoogle DeepMind在 inria.fr 的电子邮件经过验证
Maya (Margareta) AckermanWaveAI, Santa Clara University在 wave-ai.net 的电子邮件经过验证
Ruth UrnerAssociate Professor, York University, Toronto在 eecs.yorku.ca 的电子邮件经过验证

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Sivan Sabato

McMaster University; Canada CIFAR AI Chair, Vector Institute

在 mcmaster.ca 的电子邮件经过验证 - 首页

Machine Learning


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes D Aran, S Sabato, A Hellman Genome biology 14 (3), 1-14, 2013	381	2013
Learning and generalization with the information bottleneck O Shamir, S Sabato, N Tishby Theoretical Computer Science 411 (29), 2696-2711, 2010	226	2010
Loss minimization and parameter estimation with heavy tails D Hsu, S Sabato Journal of Machine Learning Research, 2016	203	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	162*	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	56	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	54	2012
Universal Bayes consistency in metric spaces S Hanneke, A Kontorovich, S Sabato, R Weiss arXiv preprint arXiv:1906.09855, 2019	53	2019
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
Active regression by stratification S Sabato, R Munos Advances in Neural Information Processing Systems 27, 469-477, 2014	44	2014
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	43	2013
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	42	2013
Multi-instance learning with any hypothesis class S Sabato, N Tishby Journal of Machine Learning Research 13 (Oct), 2999-3039, 2012	42	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	42*	2007
System and method for visualization of time-based events S Sabato, A Tsherniak US Patent 8,103,966, 2012	41	2012
System and method for visualization of time-based events S Sabato, A Tsherniak US Patent 8,103,966, 2012	41	2012
Clustering oligarchies M Ackerman, S Ben-David, D Loker, S Sabato Proceedings of the Sixteenth International Conference on Artificial …, 2013	35	2013
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
Relational domains and the interpretation of reciprocals S Sabato, Y Winter Linguistics and philosophy 35 (3), 191-241, 2012	32	2012
Nearest-neighbor sample compression: Efficiency, consistency, infinite dimensions A Kontorovich, S Sabato, R Weiss Advances in Neural Information Processing Systems 30, 1573-1583, 2017	31	2017
Reformulation of constraint satisfaction problems for stochastic search S Sabato, Y Naveh US Patent 7,587,376, 2009	25	2009

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