PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Sivan Sabato

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Number of EPrints submitted by this user: 5

Homogeneous Multi-Instance Learning with Arbitrary Dependence
Sivan Sabato and Naftali Tishby
In: 22nd Conference on Learning Theory (COLT 2009), 18-21 June 2009, Montreal, Quebec.

Ranking Categorical Features Using Generalization Properties
Sivan Sabato and Shai Shalev-Shwartz
Journal of Machine Learning Research (JMLR) Volume 9, Number Jun, pp. 1083-1114, 2008. ISSN 1533-7928

Tight Sample Complexity of Large-Margin Learning
Sivan Sabato, Nathan Srebro and Naftali Tishby
In: NIPS 2010, 6-9 Dec 2010, Vancouver, Canada.

Reducing Label Complexity by Learning From Bags
Sivan Sabato, Nathan Srebreo and Naftali Tishby
In: AISTATS 2010, May 13-15, 2010, Sardinia, Italy.

Learning and generalization with the information bottleneck
Ohad Shamir, Sivan Sabato and Naftali Tishby
Theoretical Computer Science Volume 411, Number 29-30, pp. 2696-2711, 2010.