Tighter Sparse Approximation Bounds for ReLU Neural Networks

Tighter Sparse Approximation Bounds for ReLU Neural Networks

7 October 2021

Carles Domingo-Enrich

Papers citing "Tighter Sparse Approximation Bounds for ReLU Neural Networks"

5 / 5 papers shown

Title
Orthogonal greedy algorithm for linear operator learning with shallow neural network Ye Lin Jiwei Jia Young Ju Lee Ran Zhang 39 1 0 06 Jan 2025
Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks Fanghui Liu L. Dadi V. Cevher 82 2 0 29 Apr 2024
Embedding Inequalities for Barron-type Spaces Lei Wu 18 0 0 30 May 2023
Understanding neural networks with reproducing kernel Banach spaces Francesca Bartolucci E. De Vito Lorenzo Rosasco S. Vigogna 44 50 0 20 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 130 142 0 26 Jul 2016