Machine Learning Frontier Deep Learning Research Directions: Computational Efficiency October 12, 2017

Machine Learning Frontier Second-Order Optimization for Non-Convex Machine Learning: An Empirical Study October 11, 2017

Machine Learning Frontier Finally an alternative to SGD: Stochastic variance reduction methods October 10, 2017

Machine Learning Frontier Super-Convergence: Very Fast Training of Residual Networks Using Large Learning Rates September 25, 2017

Machine Learning Frontier Anytime Neural Networks via Joint Optimization of Auxiliary Losses September 25, 2017