Overfitting in adversarially robust deep learning

Leslie Rice, Eric Wong, J. Zico Kolter

Abstract: It is common practice in deep learning to use overparameterized networks and train for as long as possible; there are numerous studies that show, both theoretically and empirically, that such pract...