Group Sparse Regularization for Deep Neural Networks

Simone Scardapane, Danilo Comminiello, Amir Hussain +1

In this paper, we consider the joint task of simultaneously optimizing (i) the weights of a deep neural network, (ii) the number of neurons for each hidden layer, and (iii) the sub…