2023
Certified Robust Neural Networks: Generalization and Corruption Resistance
ICML 2023poster
Recent work have demonstrated that robustness (to "corruption") can be at odds with generalization. Adversarial training, for instance, aims to reduce the problematic susceptibility of modern neural networks to small data perturbations. Surprisingly, overfitting is a major concern in adversarial tra…