Structured Pruning of Neural Networks with Budget-Aware Regularization

Carl Lemaire, Andrew Achkar, Pierre-Marc Jodoin

Pruning methods have shown to be effective at reducing the size of deep neural networks while keeping accuracy almost intact. Among the most effective methods are those that prune…