One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation

Matthew Shunshi Zhang, Bradly Stadie

Recent advances in the sparse neural network literature have made it possible to prune many large feed forward and convolutional networks with only a small quantity of data. Yet, t…