Robustness Implies Generalization via Data-Dependent Generalization Bounds

Kenji Kawaguchi, Zhun Deng, Kyle Luh +1

This paper proves that robustness implies generalization via data-dependent generalization bounds. As a result, robustness and generalization are shown to be connected closely in a…