An Information-Theoretic Route from Generalization in Expectation to Generalization in Probability

Ibrahim M. Alabdulmohsin. An Information-Theoretic Route from Generalization in Expectation to Generalization in Probability. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 92-100, JMLR.org, 2017. [doi]

Abstract

Abstract is missing.