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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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Online Mirror Descent II: Regret and Mirror Version

by bremen79 on October 1, 2019November 2, 2019
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Online Mirror Descent I: Bregman version

by bremen79 on September 26, 2019November 17, 2019
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Lower Bounds for Online Linear Optimization

by bremen79 on September 25, 2019October 11, 2019
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Adaptive Algorithms: L* bounds and AdaGrad

by bremen79 on September 20, 2019March 25, 2020
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More Online-to-Batch Examples and Strong Convexity

by bremen79 on September 17, 2019September 17, 2020
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Subgradients and Online-to-Batch conversion

by bremen79 on September 13, 2019October 11, 2019
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Online Gradient Descent

by bremen79 on September 11, 2019December 7, 2019
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What is Online Learning?

by bremen79 on September 2, 2019December 5, 2019
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The Negative Gradient Does Not Point Towards the Minimum

by bremen79 on June 29, 2018June 30, 2018
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