Approximation of Nonlinear Functionals Using Deep ReLU Networks

10 April 2023

Papers citing "Approximation of Nonlinear Functionals Using Deep ReLU Networks"

9 / 9 papers shown

Title
Nonlinear functional regression by functional deep neural network with kernel embedding Zhongjie Shi Jun Fan Linhao Song Ding-Xuan Zhou Johan A. K. Suykens 363 5 0 05 Jan 2024
Universality of Deep Convolutional Neural Networks Ding-Xuan Zhou HAI PINN 321 514 0 28 May 2018
Optimal approximation of continuous functions by very deep ReLU networks Dmitry Yarotsky 156 293 0 10 Feb 2018
Optimal approximation of piecewise smooth functions using deep ReLU neural networks P. Petersen Felix Voigtländer 193 475 0 15 Sep 2017
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 171 1,226 0 03 Oct 2016
$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 229 143 0 26 Jul 2016
Benefits of depth in neural networks Matus Telgarsky 326 608 0 14 Feb 2016
Provable approximation properties for deep neural networks Uri Shaham A. Cloninger Ronald R. Coifman 125 230 0 24 Sep 2015
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis F. Rossi Brieuc Conan-Guez 389 126 0 23 Sep 2007