Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization

Zifan Wang, Nan Ding, Tomer Levinboim +2

Recent research in robust optimization has shown an overfitting-like phenomenon in which models trained against adversarial attacks exhibit higher robustness on the training set co…