Nonparametric regression using over-parameterized shallow ReLU neural networks

14 June 2023

Papers citing "Nonparametric regression using over-parameterized shallow ReLU neural networks"

5 / 5 papers shown

Title
Sobolev norm inconsistency of kernel interpolation Yunfei Yang 27 0 0 29 Apr 2025
Approximation bounds for norm constrained neural networks with applications to regression and GANs Yuling Jiao Yang Wang Yunfei Yang 29 18 0 24 Jan 2022
Understanding neural networks with reproducing kernel Banach spaces Francesca Bartolucci E. De Vito Lorenzo Rosasco S. Vigogna 39 48 0 20 Sep 2021
Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks Rahul Parhi Robert D. Nowak 46 37 0 18 Sep 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 111 142 0 26 Jul 2016