Feature Selection using Stochastic Gates

Yutaro Yamada, Ofir Lindenbaum, Sahand Negahban, Yuval Kluger

Abstract: Feature selection problems have been extensively studied in the setting of linear estimation (e.g. LASSO), but less emphasis has been placed on feature selection for non-linear functions. In this s...