Optimal learning of high-dimensional classification problems using deep neural networks

23 December 2021

Papers citing "Optimal learning of high-dimensional classification problems using deep neural networks"

4 / 4 papers shown

Title
Super-fast rates of convergence for Neural Networks Classifiers under the Hard Margin Condition Nathanael Tepakbong Ding-Xuan Zhou Xiang Zhou 33 0 0 13 May 2025
High-dimensional classification problems with Barron regular boundaries under margin conditions Jonathan García Philipp Petersen 74 0 0 10 Dec 2024
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks E. M. Achour Armand Foucault Sébastien Gerchinovitz Franccois Malgouyres 22 7 0 09 Jun 2022
$Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $ \ell^1 $ and $ \ell^0 $ Controls$ Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with $\ell^1$ and $\ell^0$ Controls Jason M. Klusowski Andrew R. Barron 122 142 0 26 Jul 2016