On the exact computation of linear frequency principle dynamics and its generalization

15 October 2020

Papers citing "On the exact computation of linear frequency principle dynamics and its generalization"

6 / 6 papers shown

Title
On the Activation Function Dependence of the Spectral Bias of Neural Networks Q. Hong Jonathan W. Siegel Qinyan Tan Jinchao Xu 34 23 0 09 Aug 2022
Overview frequency principle/spectral bias in deep learning Z. Xu Yaoyu Zhang Tao Luo FaML 33 66 0 19 Jan 2022
Frequency Principle in Deep Learning Beyond Gradient-descent-based Training Yuheng Ma Zhi-Qin John Xu Jiwei Zhang 24 7 0 04 Jan 2021
Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning Tao Luo Zheng Ma Zhiwei Wang Zhi-Qin John Xu Yaoyu Zhang OOD 47 4 0 06 Dec 2020
Multi-scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains Ziqi Liu Wei Cai Zhi-Qin John Xu AI4CE 270 122 0 22 Jul 2020
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks Blake Bordelon Abdulkadir Canatar Cengiz Pehlevan 146 201 0 07 Feb 2020