Near-optimal estimates for the ${\ell }^p$-Lipschitz constants of deep random ReLU neural networks

Sjoerd Dirksen, Patrick Finke, Paul Geuchen +2

This paper studies the ${\ell }^p$-Lipschitz constants of ReLU neural networks $\hat{I}¦:{\mathbb{R}}^d\to \mathbb{R}$ with random parameters for $p\in [1,\infty ]$. The distribution of the…