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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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bremen79

Saddle-Point Problems and OCO

by bremen79 on December 2, 2021December 9, 2021
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The Myth of the Expert Reviewer

by bremen79 on July 6, 2021July 6, 2021
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Implicit, Passive-Aggressive, and aProx updates

by bremen79 on June 12, 2021February 15, 2022
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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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