Search Results for author: Takuya Koriyama

Found 1 papers, 1 papers with code

Corrected generalized cross-validation for finite ensembles of penalized estimators

1 code implementation2 Oct 2023 Pierre C. Bellec, Jin-Hong Du, Takuya Koriyama, Pratik Patil, Kai Tan

We provide a non-asymptotic analysis of the CGCV and the two intermediate risk estimators for ensembles of convex penalized estimators under Gaussian features and a linear response model.

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