Sivan Sabato
Sivan Sabato
Verified email at cs.bgu.ac.il - Homepage
TitleCited byYear
DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes
D Aran, S Sabato, A Hellman
Genome biology 14 (3), R21, 2013
2192013
Loss minimization and parameter estimation with heavy tails
D Hsu, S Sabato
Journal of Machine Learning Research, 2016
71*2016
Learning and generalization with the information bottleneck
O Shamir, S Sabato, N Tishby
Theoretical Computer Science 411 (29), 2696-2711, 2010
662010
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
522015
Multiclass Learnability and the ERM principle
A Daniely, S Sabato, S Ben-David, S Shalev-Shwartz
Proceedings of the 24nd Annual Conference on Learning Theory (COLT), 2011 19 …, 2011
52*2011
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
422007
Heavy-tailed regression with a generalized median-of-means
D Hsu, S Sabato
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
292014
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
272013
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
272013
Multi-instance learning with any hypothesis class
S Sabato, N Tishby
Journal of Machine Learning Research 13 (Oct), 2999-3039, 2012
272012
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
27*2007
Clustering oligarchies
M Ackerman, S Ben-David, D Loker, S Sabato
Proceedings of the Sixteenth International Conference on Artificial …, 2013
252013
Multiclass learning approaches: A theoretical comparison with implications
A Daniely, S Sabato, SS Shwartz
Advances in Neural Information Processing Systems, 485-493, 2012
252012
System and method for visualization of time-based events
S Sabato, A Tsherniak
US Patent 8,103,966, 2012
232012
System and method for visualization of time-based events
S Sabato, A Tsherniak
US Patent 8,103,966, 2012
232012
Active Regression by Stratification
S Sabato, R Munos
Advances in Neural Information Processing Systems, 469-477, 2014
212014
Learning and generalization with the information bottleneck
O Shamir, S Sabato, N Tishby
Proceedings of the 19th international conference on Algorithmic Learning …, 2008
202008
From semantic restrictions to reciprocal meanings
S Sabato, Y Winter
Proceedings of FG-MoL 2005, 13-26, 2005
182005
Relational domains and the interpretation of reciprocals
S Sabato, Y Winter
Linguistics and philosophy 35 (3), 191-241, 2012
162012
Active nearest-neighbor learning in metric spaces
A Kontorovich, S Sabato, R Urner
The Journal of Machine Learning Research 18 (1), 7095-7132, 2017
142017
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Articles 1–20