Discovering Conditionally Salient Features with Statistical Guarantees

Jaime Roquero Gimenez, James Y. Zou

Abstract: The goal of feature selection is to identify important features that are relevant to explain a outcome variable. Most of the work in this domain has focused on identifying <em>globally</em> relevan...