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Generalization Ability of Wide Residual Networks

Generalization Ability of Wide Residual Networks

29 May 2023
Jianfa Lai
Zixiong Yu
Songtao Tian
Qian Lin
ArXivPDFHTML

Papers citing "Generalization Ability of Wide Residual Networks"

6 / 6 papers shown
Title
Divergence of Empirical Neural Tangent Kernel in Classification Problems
Divergence of Empirical Neural Tangent Kernel in Classification Problems
Zixiong Yu
Songtao Tian
Guhan Chen
23
0
0
15 Apr 2025
On the Impacts of the Random Initialization in the Neural Tangent Kernel
  Theory
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
Guhan Chen
Yicheng Li
Qian Lin
AAML
30
1
0
08 Oct 2024
Improve Generalization Ability of Deep Wide Residual Network with A
  Suitable Scaling Factor
Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor
Songtao Tian
Zixiong Yu
16
1
0
07 Mar 2024
Theoretical Analysis of Robust Overfitting for Wide DNNs: An NTK
  Approach
Theoretical Analysis of Robust Overfitting for Wide DNNs: An NTK Approach
Shaopeng Fu
Di Wang
AAML
28
1
0
09 Oct 2023
On the Eigenvalue Decay Rates of a Class of Neural-Network Related
  Kernel Functions Defined on General Domains
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
53
13
0
04 May 2023
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural
  Networks
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks
Blake Bordelon
Abdulkadir Canatar
C. Pehlevan
131
200
0
07 Feb 2020
1