Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression

Zhaoyang Shi, Krishnakumar Balasubramanian, Wolfgang Polonik

We show both adaptive and non-adaptive minimax rates of convergence for a family of weighted Laplacian-Eigenmap based nonparametric regression methods, when the true regression fun…