Sorting Out Lipschitz Function Approximation

Cem Anil, James Lucas, Roger Grosse

Abstract: Training neural networks under a strict Lipschitz constraint is useful for provable adversarial robustness, generalization bounds, interpretable gradients, and Wasserstein distance estimation. By t...