Department of Machine Learning, Carnegie Mellon University, Pittsburgh, PA; Department of Computer Science, Carnegie Mellon University, Pittsburgh, PA; Department of Computer Science, Carnegie Mellon University & Bosch Center for Artiﬁcial Intelligence, Pittsburgh, PA
Leslie Rice, Anna Bair, Huan Zhang, J. Zico Kolter
adversarial robustness;data augmentation;Hamiltonian Monte Carlo;path sampling
Robustness between the worst and average case