Approximation of Nonlinear Functionals Using Deep ReLU Networks

Approximation of Nonlinear Functionals Using Deep ReLU Networks

Journal of Fourier Analysis and Applications (JFAA), 2023

10 April 2023

ArXiv (abs)PDF HTML

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

6 / 6 papers shown

Title
Generalization Analysis for Classification on Korobov Space Yuqing Liu 72 0 0 26 Sep 2025
Approximation of RKHS Functionals by Neural Networks Tiancong Zhou Namjoon Suh Guang Cheng Xiaoming Huo 177 5 0 18 Mar 2024
Nonlinear functional regression by functional deep neural network with kernel embedding Zhongjie Shi Jun Fan Linhao Song Ding-Xuan Zhou Johan A. K. Suykens 696 6 0 05 Jan 2024
Expressivity and Approximation Properties of Deep Neural Networks with ReLU $^k$ Activation Juncai He Tong Mao Jinchao Xu 291 7 0 27 Dec 2023
Data Topology-Dependent Upper Bounds of Neural Network Widths Sangmin Lee Jong Chul Ye 197 1 0 25 May 2023
Local approximation of operatorsApplied and Computational Harmonic Analysis (ACHA), 2022 H. Mhaskar 374 10 0 13 Feb 2022