Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization

Yury Demidovich, P. Ostroukhov, Grigory Malinovsky, Samuel Horváth, Martin Takác +2 more
2/12/2026

No official code found. Best implementation: postrou/local_steps_rr (0 stars, last commit 2025-02-28).

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postrou/local_steps_rrCommunity69%

Experimental code for article "Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization"

00Python, Jupyter NotebookDec 30, 20231 years ago
federated-learningoptimizationrandom-reshuffling

Cite this paper

@article{demidovich2026methods,
  title  = {Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization},
  author = {Yury Demidovich and P. Ostroukhov and Grigory Malinovsky and Samuel Horváth and Martin Takác and Peter Richtárik and Eduard Gorbunov},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:d51e818534f29e17768e2c924254fa40404ac044},
  journal = {ICLR 2025 2025}
}

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