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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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The Gaptron Algorithm

by bremen79 on December 11, 2025December 12, 2025

The Aggregating Algorithm

by bremen79 on November 11, 2025November 12, 2025

The Weighted Average Algorithm

by bremen79 on September 9, 2025November 11, 2025

Strongly Adaptive Regret and CBCE

by bremen79 on February 11, 2025February 13, 2025

Dynamic regret and ADER

by bremen79 on July 1, 2024July 1, 2024

Black-Box Reductions: Sleeping Experts

by bremen79 on May 27, 2024February 11, 2025

Black-Box Reductions: Constrained Online Learning

by bremen79 on April 29, 2024May 27, 2024

A minimizer Far, Far Away

by bremen79 on February 14, 2024February 15, 2024

Is Nesterov’s Universal Algorithm Really Universal?

by bremen79 on November 30, 2023March 1, 2024

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