Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression

Meimei Liu, Jean Honorio, Guang Cheng

In this paper, we propose a random projection approach to estimate variance in kernel ridge regression. Our approach leads to a consistent estimator of the true variance, while bei…