Bernd Prach

1-Lipschitz Neural Networks are more expressive with N-Activations

2023 · arXiv (Cornell University)

A crucial property for achieving secure, trustworthy and interpretable deep learning systems is their robustness: small changes to a system's inputs should not result in large changes to its outputs. Mathematically, this means one strives …