Kernel interpolation generalizes poorly

28 March 2023

Papers citing "Kernel interpolation generalizes poorly"

10 / 10 papers shown

Title
Sobolev norm inconsistency of kernel interpolation Yunfei Yang 34 0 0 29 Apr 2025
On the Pinsker bound of inner product kernel regression in large dimensions Weihao Lu Jialin Ding Haobo Zhang Qian Lin 47 0 0 02 Sep 2024
The phase diagram of kernel interpolation in large dimensions Haobo Zhang Weihao Lu Qian Lin 52 5 0 19 Apr 2024
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum Tin Sum Cheng Aurélien Lucchi Anastasis Kratsios David Belius 32 7 0 02 Feb 2024
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay Yicheng Li Weiye Gan Zuoqiang Shi Qian Lin 25 5 0 03 Jan 2024
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay Yicheng Li Hao Zhang Qian Lin 21 12 0 23 Sep 2023
Optimal Rate of Kernel Regression in Large Dimensions Weihao Lu Hao Zhang Yicheng Li Manyun Xu Qian Lin 31 5 0 08 Sep 2023
Generalization Ability of Wide Residual Networks Jianfa Lai Zixiong Yu Songtao Tian Qian Lin 14 4 0 29 May 2023
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension Moritz Haas David Holzmüller U. V. Luxburg Ingo Steinwart MLT 27 13 0 23 May 2023
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