Chaining Mutual Information and Tightening Generalization Bounds

Amir R. Asadi, Emmanuel Abbe, Sergio Verdú. Chaining Mutual Information and Tightening Generalization Bounds. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 7245-7254, 2018. [doi]

Abstract

Abstract is missing.