Statistical mechanical analysis of neural network pruning

Authors: Rupam Acharyya, Ankani Chattoraj, Boyu Zhang, Shouman Das, Daniel Stefankovic

Abstract

Deep learning architectures with a huge number of parameters are often compressed using