Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach

Wenda Zhou, Victor Veitch, Morgane Austern, Ryan P. Adams, Peter Orbanz. Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

Abstract

Abstract is missing.