Kernel Feature Selection via Conditional Covariance Minimization

Jianbo Chen, Mitchell Stern, Martin J. Wainwright +1

We propose a method for feature selection that employs kernel-based measures of independence to find a subset of covariates that is maximally predictive of the response. Building o…