Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks

Thomas Strypsteen, Alexander Bertrand

In this paper, we introduce Conditional Gumbel-Softmax as a method to perform end-to-end learning of the optimal feature subset for a given task and deep neural network (DNN) model…