A Proximal Algorithm for Network Slimming

Kevin Bui, Fanghui Xue, Fredrick Park +2

As a popular channel pruning method for convolutional neural networks (CNNs), network slimming (NS) has a three-stage process: (1) it trains a CNN with ${\ell }_1$ regularization appl…