Concrete Autoencoders: Differentiable Feature Selection and Reconstruction

Muhammed Fatih Balin, Abubakar Abid, James Y. Zou

Abstract: We introduce the concrete autoencoder, an end-to-end differentiable method for global feature selection, which efficiently identifies a subset of the most informative features and simultaneously le...