Differentiable Feature Selection by Discrete Relaxation

Rishit Sheth, Nicoló Fusi

Abstract: In this paper, we introduce Differentiable Feature Selection, a gradient-based search algorithm for feature selection. Our approach extends a recent result on the estimation of learnability in the ...