Machine Learning Frontier GIANT: Globally Improved Approximate Newton Method for Distributed Optimization October 18, 2017

Machine Learning Frontier Stochastic Gradient Descent: Going As Fast As Possible But Not Faster October 16, 2017

Machine Learning Frontier Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions October 15, 2017

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

Machine Learning Frontier Neural Optimizer Search with Reinforcement Learning September 10, 2017 — 0 Comments

Machine Learning Frontier Scaling SGD Batch Size to 32K for ImageNet Training September 10, 2017 — 0 Comments

Machine Learning Frontier Google Vizier: A Service for Black-Box Optimization August 17, 2017 — 0 Comments

Machine Learning Frontier Understanding overfitting: an inaccurate meme in supervised learning August 17, 2017 — 0 Comments

Machine Learning Frontier Solving Logistic Regression with Newton’s Method August 14, 2017 — 0 Comments

Machine Learning Frontier Deep Learning at scale :- Accurate, Large Mini batch SGD: August 14, 2017 — 0 Comments

Machine Learning Frontier Deep Learning Hyperparameter Optimization with Competing Objectives August 7, 2017 — 0 Comments

Machine Learning Frontier Robust Bayesian Optimization with Student-t Likelihood July 19, 2017 — 0 Comments

Machine Learning Frontier An overview of gradient descent optimization algorithms July 11, 2017 — 0 Comments

Machine Learning Frontier Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning July 10, 2017 — 0 Comments