486 citations · 531 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 45 cited
Overfitting in adversarially robust deep learning
Leslie Rice, Eric Wong, J. Zico Kolter
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…
cs.LG2020★ 486 cited
Fast is better than free: Revisiting adversarial training
Eric Wong, Leslie Rice, J. Zico Kolter
Adversarial training, a method for learning robust deep networks, is typically assumed to be more expensive than traditional training due to the necessity of constructing adversari…