Author

Yi Ding

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Preprint Jul 2026

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

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 the $r$-th moment function of a random function based on noisy discrete observations. The formulation includes mean estimation, covariance...

Yi Ding, Yicheng Li · 0 citations