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1 paper

stat.ML2018

Adaptivity for Regularized Kernel Methods by Lepskii's Principle

Nicole Mücke

We address the problem of {\it adaptivity} in the framework of reproducing kernel Hilbert space (RKHS) regression. More precisely, we analyze estimators arising from a linear regul…