On the regularized risk of distributionally robust learning over deep neural networks

Camilo Garcia Trillos, Nicolas Garcia Trillos

In this paper we explore the relation between distributionally robust learning and different forms of regularization to enforce robustness of deep neural networks. In particular, s…