Machine Learning, Artificial Intelligence, Neural Networks, Data Science, Towards Data Science.
induce sparsity in a deep neural network’s various connection matrices, thereby reducing the number of nonzero-valued parameters in the model. The word ‘pruning’ comes from its use in decision trees where branches of the tree are pruned as a form of model regularization. Analogously, weights in a