The Price of Implicit Bias in Adversarially Robust Generalization

Nikolaos Tsilivis, Natalie Frank, Nathan Srebro +1

We study the implicit bias of optimization in robust empirical risk minimization (robust ERM) and its connection with robust generalization. In classification settings under advers…