no code implementations • 20 Apr 2023 • Vlad-Raul Constantinescu, Ionel Popescu
In this paper, we prove that in the overparametrized regime, deep neural network provide universal approximations and can interpolate any data set, as long as the activation function is locally in $L^1(\RR)$ and not an affine function.
