Convergence of Deep ReLU Networks

27 July 2021

Papers citing "Convergence of Deep ReLU Networks"

12 / 12 papers shown

Title
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning Ronglong Fang Yuesheng Xu 24 3 0 21 Oct 2024
Hypothesis Spaces for Deep Learning Rui Wang Yuesheng Xu Mingsong Yan 14 1 0 05 Mar 2024
Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations Jie Jiang Yuesheng Xu 16 3 0 13 Jan 2024
Uniform Convergence of Deep Neural Networks with Lipschitz Continuous Activation Functions and Variable Widths Yuesheng Xu Haizhang Zhang 31 3 0 02 Jun 2023
Successive Affine Learning for Deep Neural Networks Yuesheng Xu 21 2 0 13 May 2023
Classification of integers based on residue classes via modern deep learning algorithms Dangwei Wu Jing Yang Mian Umair Ahsan Kai Wang 31 1 0 03 Apr 2023
Multi-Grade Deep Learning Yuesheng Xu 18 4 0 01 Feb 2023
Sparse Deep Neural Network for Nonlinear Partial Differential Equations Yuesheng Xu T. Zeng 25 5 0 27 Jul 2022
Convergence Analysis of Deep Residual Networks Wentao Huang Haizhang Zhang 16 1 0 13 May 2022
Convergence of Deep Neural Networks with General Activation Functions and Pooling Wentao Huang Yuesheng Xu Haizhang Zhang MLT AI4CE 18 0 0 13 May 2022
Convergence of Deep Convolutional Neural Networks Yuesheng Xu Haizhang Zhang MLT 40 44 0 28 Sep 2021
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth Zuowei Shen Haizhao Yang Shijun Zhang 98 115 0 28 Feb 2021