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Sivan Sabato
Sivan Sabato
McMaster University; Canada CIFAR AI Chair, Vector Institute
Bestätigte E-Mail-Adresse bei mcmaster.ca - Startseite
Titel
Zitiert von
Zitiert von
Jahr
DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes
D Aran, S Sabato, A Hellman
Genome biology 14 (3), 1-14, 2013
3882013
Learning and generalization with the information bottleneck
O Shamir, S Sabato, N Tishby
Theoretical Computer Science 411 (29), 2696-2711, 2010
2442010
Loss minimization and parameter estimation with heavy tails
D Hsu, S Sabato
Journal of Machine Learning Research, 2016
2182016
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
180*2015
Universal Bayes consistency in metric spaces
S Hanneke, A Kontorovich, S Sabato, R Weiss
arXiv preprint arXiv:1906.09855, 2019
642019
Heavy-tailed regression with a generalized median-of-means
D Hsu, S Sabato
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
632014
Multiclass learning approaches: A theoretical comparison with implications
A Daniely, S Sabato, S Shwartz
Advances in Neural Information Processing Systems 25, 485-493, 2012
592012
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
522007
Multi-instance learning with any hypothesis class
S Sabato, N Tishby
Journal of Machine Learning Research 13 (Oct), 2999-3039, 2012
472012
Active regression by stratification
S Sabato, R Munos
Advances in Neural Information Processing Systems 27, 469-477, 2014
462014
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
452013
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
442013
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
44*2007
System and method for visualization of time-based events
S Sabato, A Tsherniak
US Patent 8,103,966, 2012
422012
System and method for visualization of time-based events
S Sabato, A Tsherniak
US Patent 8,103,966, 2012
422012
Clustering oligarchies
M Ackerman, S Ben-David, D Loker, S Sabato
Proceedings of the Sixteenth International Conference on Artificial …, 2013
372013
Active nearest-neighbor learning in metric spaces
A Kontorovich, S Sabato, R Urner
The Journal of Machine Learning Research 18 (1), 7095-7132, 2017
352017
Nearest-neighbor sample compression: Efficiency, consistency, infinite dimensions
A Kontorovich, S Sabato, R Weiss
Advances in Neural Information Processing Systems 30, 1573-1583, 2017
342017
Relational domains and the interpretation of reciprocals
S Sabato, Y Winter
Linguistics and philosophy 35 (3), 191-241, 2012
332012
Reformulation of constraint satisfaction problems for stochastic search
S Sabato, Y Naveh
US Patent 7,587,376, 2009
262009
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