Maxime Sangnier

Approximating Lipschitz continuous functions with GroupSort neural networks

2020 · arXiv (Cornell University)

Recent advances in adversarial attacks and Wasserstein GANs have advocated for use of neural networks with restricted Lipschitz constants. Motivated by these observations, we study the recently introduced GroupSort neural networks, with constraints on the …