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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

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

Perceptron is Not SGD: A Better Interpretation Through Pseudogradients

by bremen79 on February 14, 2021September 9, 2022

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