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

4 May 2023

Papers citing "On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains"

12 / 12 papers shown

Title
Divergence of Empirical Neural Tangent Kernel in Classification Problems Zixiong Yu Songtao Tian Guhan Chen 30 0 0 15 Apr 2025
Neural Tangent Kernel of Neural Networks with Loss Informed by Differential Operators Weiye Gan Yicheng Li Q. Lin Zuoqiang Shi 41 0 0 14 Mar 2025
On the Saturation Effects of Spectral Algorithms in Large Dimensions Weihao Lu Haobo Zhang Yicheng Li Q. Lin 47 1 0 01 Mar 2025
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression Yingzhen Yang Ping Li MLT 41 0 0 05 Nov 2024
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory Guhan Chen Yicheng Li Qian Lin AAML 40 1 0 08 Oct 2024
On the Pinsker bound of inner product kernel regression in large dimensions Weihao Lu Jialin Ding Haobo Zhang Qian Lin 60 0 0 02 Sep 2024
Improving Adaptivity via Over-Parameterization in Sequence Models Yicheng Li Qian Lin 33 1 0 02 Sep 2024
Entrywise error bounds for low-rank approximations of kernel matrices Alexander Modell 64 0 0 23 May 2024
Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle Dániel Rácz Mihaly Petreczky András Csertán Bálint Daróczy MLT 28 1 0 26 Oct 2023
Optimal Rate of Kernel Regression in Large Dimensions Weihao Lu Hao Zhang Yicheng Li Manyun Xu Qian Lin 53 5 0 08 Sep 2023
Generalization Ability of Wide Residual Networks Jianfa Lai Zixiong Yu Songtao Tian Qian Lin 36 4 0 29 May 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,378 0 12 Dec 2018