Analytic function approximation by path norm regularized deep networks
Machine Learning
2022-11-18 v4 Machine Learning
Abstract
We show that neural networks with absolute value activation function and with the path norm, the depth, the width and the network weights having logarithmic dependence on can -approximate functions that are analytic on certain regions of .
Keywords
Cite
@article{arxiv.2104.02095,
title = {Analytic function approximation by path norm regularized deep networks},
author = {Aleksandr Beknazaryan},
journal= {arXiv preprint arXiv:2104.02095},
year = {2022}
}