Towards Generalized Entropic Sparsification for Convolutional Neural Networks

Tin Barisin, Illia Horenko

Convolutional neural networks (CNNs) are reported to be overparametrized. The search for optimal (minimal) and sufficient architecture is an NP-hard problem as the hyperparameter s…