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Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay

Li, Yicheng et al.
arXiv (All) · Papers
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machine-learningstatistics-theory
The generalization error curve of certain kernel regression method aims at determining the exact order of generalization error with various source condition, noise level and choice of the regularization parameter rather than the minimax rate. In this work, under mild assumptions, we rigorously provi
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