1-Lipschitz Neural Networks on Hadamard Manifolds

Davide Murari, Marta Ghirardelli, Ben Adcock +3

Controlling the Lipschitz constant of a neural network is a standard way to promote robustness and stability. Most existing constraining strategies are designed for Euclidean space…