Lipschitz verification of neural networks through training
arXiv:2603.28113v1 Announce Type: new
Abstract: The global Lipschitz constant of a neural network governs both adversarial robustness and generalization.
Conventional approaches to “certified training” typically follow a train-then-verify paradigm:…