Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression

17 Sep 2018Meimei LiuJean HonorioGuang 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 being computationally more efficient... (read more)

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