Why Shallow Networks Struggle with Approximating and Learning High Frequency: A Numerical Study

29 June 2023

Papers citing "Why Shallow Networks Struggle with Approximating and Learning High Frequency: A Numerical Study"

3 / 3 papers shown

Title
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 32 9 0 02 Oct 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 86 18 0 04 Mar 2024
Neural Network Architecture Beyond Width and Depth Zuowei Shen Haizhao Yang Shijun Zhang 3DV MDE 31 13 0 19 May 2022