Jianbo Chen

Kernel feature selection via conditional covariance minimization

2017 · Neural Information Processing Systems

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 on past work in kernel dimension reduction, we …