Neural Networks (Maybe) Evolved to Make Adam The Best Optimizer by bremen79 on December 6, 2020April 25, 2023 Read More
Almost Sure Convergence of SGD on Smooth Non-Convex Functions by bremen79 on October 5, 2020December 5, 2020 Read More
Last Iterate of SGD Converges (Even in Unbounded Domains) by bremen79 on August 7, 2020September 23, 2020 Read More
From Online Learning to Statistical Learning by bremen79 on November 27, 2019November 27, 2019 Read More
Multi-Armed Bandit III: Stochastic Bandits by bremen79 on November 19, 2019November 20, 2019 Read More
Parameter-free Learning and Optimization Algorithms 