$Generalization Ability of Wide Neural Networks on $\mathbb{R}$$

Generalization Ability of Wide Neural Networks on $\mathbb{R}$

12 February 2023

Rui Chen

Papers citing "Generalization Ability of Wide Neural Networks on $\mathbb{R}$"

5 / 5 papers shown

Title
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory Guhan Chen Yicheng Li Qian Lin AAML 38 1 0 08 Oct 2024
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains Yicheng Li Zixiong Yu Y. Cotronis Qian Lin 55 13 0 04 May 2023
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks Yunwen Lei Rong Jin Yiming Ying MLT 37 18 0 19 Sep 2022
Non-asymptotic approximations of neural networks by Gaussian processes Ronen Eldan Dan Mikulincer T. Schramm 33 24 0 17 Feb 2021
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks Blake Bordelon Abdulkadir Canatar C. Pehlevan 139 201 0 07 Feb 2020