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Parameter-free Learning and Optimization Algorithms

Because life is too short to tune learning rates. By Francesco Orabona

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Perceptron is Not SGD: A Better Interpretation Through Pseudogradients

by bremen79 on February 14, 2021February 16, 2021
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Neural Networks (Maybe) Evolved to Make Adam The Best Optimizer

by bremen79 on December 6, 2020December 6, 2020
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Almost Sure Convergence of SGD on Smooth Non-Convex Functions

by bremen79 on October 5, 2020December 5, 2020
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Last Iterate of SGD Converges (Even in Unbounded Domains)

by bremen79 on August 7, 2020September 23, 2020
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AdaHedge

by bremen79 on May 3, 2020September 28, 2020
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From Online Learning to Statistical Learning

by bremen79 on November 27, 2019November 27, 2019
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Multi-Armed Bandit IV: UCB

by bremen79 on November 21, 2019July 20, 2020
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Multi-Armed Bandit III: Stochastic Bandits

by bremen79 on November 19, 2019November 20, 2019
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Multi-Armed Bandit II

by bremen79 on November 14, 2019July 20, 2020
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