KL-BSS: Rethinking optimality for neighbourhood selection in structural equation models

Ming Gao, Wai Ming Tai, Bryon Aragam

We introduce a new method for neighbourhood selection in linear structural equation models that improves over classical methods such as best subset selection (BSS) and the Lasso. O…