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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

Is Nesterov’s Universal Algorithm Really Universal?

by bremen79 on November 30, 2023March 1, 2024

Yet Another ICML Award Fiasco

by bremen79 on August 30, 2023October 22, 2023

Adapting to Smoothness with Normalized Gradients

by bremen79 on June 19, 2023August 15, 2023

Saddle-Point Optimization With Optimism

by bremen79 on November 7, 2022November 7, 2022

A Simple Proof for Optimistic OMD

by bremen79 on September 19, 2022October 19, 2022

Saddle-Points, Game Theory, and Boosting

by bremen79 on September 7, 2022September 9, 2022

Saddle-Point Problems and OCO

by bremen79 on December 2, 2021September 8, 2022

The Myth of the Expert Reviewer

by bremen79 on July 6, 2021July 6, 2021

Implicit, Passive-Aggressive, and aProx updates

by bremen79 on June 12, 2021February 15, 2022

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