Optimal Approximation of Zonoids and Uniform Approximation by Shallow Neural Networks

28 July 2023

Papers citing "Optimal Approximation of Zonoids and Uniform Approximation by Shallow Neural Networks"

6 / 6 papers shown

Title
On the rates of convergence for learning with convolutional neural networks Yunfei Yang Han Feng Ding-Xuan Zhou 30 3 0 25 Mar 2024
Weighted variation spaces and approximation by shallow ReLU networks Ronald A. DeVore Robert D. Nowak Rahul Parhi Jonathan W. Siegel 22 4 0 28 Jul 2023
Nonparametric regression using over-parameterized shallow ReLU neural networks Yunfei Yang Ding-Xuan Zhou 16 6 0 14 Jun 2023
Optimal rates of approximation by shallow ReLU $^k$ neural networks and applications to nonparametric regression Yunfei Yang Ding-Xuan Zhou 22 19 0 04 Apr 2023
A Priori Generalization Error Analysis of Two-Layer Neural Networks for Solving High Dimensional Schrödinger Eigenvalue Problems Jianfeng Lu Yulong Lu 19 27 0 04 May 2021
$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 108 142 0 26 Jul 2016