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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

From Online Learning to Non-convex Non-smooth Optimization

by bremen79 on April 6, 2026April 6, 2026

From Online Learning to PAC-Bayes

by bremen79 on April 3, 2026April 3, 2026

From Online Learning to Rademacher Complexity

by bremen79 on March 12, 2026March 12, 2026

Better Optimistic Bounds and Delays as Bad Hints

by bremen79 on February 26, 2026February 26, 2026

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

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