Minimum width for universal approximation using ReLU networks on compact domain

19 September 2023

Papers citing "Minimum width for universal approximation using ReLU networks on compact domain"

9 / 9 papers shown

Title
Extended Fiducial Inference for Individual Treatment Effects via Deep Neural Networks Sehwan Kim F. Liang FedML 41 0 0 04 May 2025
Minimum width for universal approximation using squashable activation functions Jonghyun Shin Namjun Kim Geonho Hwang Sejun Park 28 0 0 10 Apr 2025
Deep Neural Networks: Multi-Classification and Universal Approximation Martín Hernández Enrique Zuazua 18 2 0 10 Sep 2024
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds Hong Ye Tan Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb 50 0 0 13 Aug 2024
Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines Sho Sonoda Yuka Hashimoto Isao Ishikawa Masahiro Ikeda 24 0 0 22 May 2024
Understanding the Difficulty of Solving Cauchy Problems with PINNs Tao Wang Bo-Lu Zhao Sicun Gao Rose Yu 28 1 0 04 May 2024
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation Liang Li Yifei Duan Guanghua Ji Yongqiang Cai MLT 16 12 0 29 May 2023
A Note on the Representation Power of GHHs Zhou Lu 22 5 0 27 Jan 2021
Benefits of depth in neural networks Matus Telgarsky 123 600 0 14 Feb 2016