Achieving Uniform Stability for Adversarial Training and Beyond through Moreau Envelope-A

Moreau Envelope-A (ME-A) is a novel algorithm that achieves uniform stability for adversarial training and weakly-convex non-smooth optimization problems, mitigating the issue of robust overfitting.