Deep Learning

Can Theoretical Algorithms Efficiently Escape Saddle Points in Deep Learning?

Review of optimization algorithms that can escape saddle points in Deep Learning and some experimental results

Neural Network Pruning - A review

Review of methods to prune neural networks