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Implementation of the EF21, EF21-PAGE, EF21-HB, EF21-PP, EF21-BC, EF21-SGD methods for several tasks

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IgorSokoloff/ef21_b-w_experiements_source_code

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EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback

This repository contains Python 3 source code for the experimental part of the paper titled "EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback" (arXiv).

Reference

In case you find the paper or code useful for your research, please consider citing it in your work.

@article{fatkhullin2021ef21,
 title={EF21 with bells \& whistles: Practical algorithmic extensions of modern error feedback},
 author={Fatkhullin, Ilyas and Sokolov, Igor and Gorbunov, Eduard and Li, Zhize and Richt{\'a}rik, Peter},
 journal={arXiv preprint arXiv:2110.03294},
 year={2021}
}

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License: MIT

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Implementation of the EF21, EF21-PAGE, EF21-HB, EF21-PP, EF21-BC, EF21-SGD methods for several tasks

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