Yicheng Li

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20242026

most citedOn the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains

1 citations · 1 across the 9 of their papers we have counts for

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math.ST2026

Exact Generalization Error Curves of Kernel Ridge Regression for Functional Moment Estimation

Yinan Ding, Yicheng Li

Kernel ridge regression is a standard method for functional data analysis, but its exact behavior is less understood. We study tensor-product kernel ridge regression for estimating…

math.ST2024

On the Optimality of Misspecified Spectral Algorithms

Haobo Zhang, Yicheng Li, Qian Lin

In the misspecified spectral algorithms problem, researchers usually assume the underground true function $f_{I ¨} ^{*} \in [H]^{s}$ , a less-smooth interpolation space of a r…