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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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Saddle-Point Optimization With Optimism

by bremen79 on November 7, 2022November 7, 2022
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A Simple Proof for Optimistic OMD

by bremen79 on September 19, 2022October 19, 2022
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Saddle-Points, Game Theory, and Boosting

by bremen79 on September 7, 2022September 9, 2022
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Saddle-Point Problems and OCO

by bremen79 on December 2, 2021September 8, 2022
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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, 2021September 9, 2022
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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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