Learning and Generalization with the Information Bottleneck

Ohad Shamir, Sivan Sabato, Naftali Tishby. Learning and Generalization with the Information Bottleneck. In Yoav Freund, László Györfi, György Turán, Thomas Zeugmann, editors, Algorithmic Learning Theory, 19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008. Proceedings. Volume 5254 of Lecture Notes in Computer Science, pages 92-107, Springer, 2008. [doi]

Abstract

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