Accelerating Federated Learning with Quick Distributed Mean Estimation

Ran Ben-Basat, S. Vargaftik, Amit Portnoy, Gil Einziger, Y. Ben-Itzhak +1 more

2/12/2026

No official code found. Best implementation: amitport/QUIC-FL-Quick-Unbiased-Compression-for-Federated-Learning (3 stars, BSD-3-Clause, last commit 2024-08-04).

Semantic Scholar

Code Implementations(1)

amitport/QUIC-FL-Quick-Unbiased-Compression-for-Federated-LearningCommunity63%

BSD-3-Clause

This repository is the official implementation of QUIC-FL from the paper 'Accelerating Federated Learning with Quick Distributed Mean Estimation' (ICML 2024)

30Python, Jupyter NotebookMay 24, 20222 years agoBSD-3-Clause

Cite this paper

@article{benbasat2026accelerating,
  title  = {Accelerating Federated Learning with Quick Distributed Mean Estimation},
  author = {Ran Ben-Basat and S. Vargaftik and Amit Portnoy and Gil Einziger and Y. Ben-Itzhak and Michael Mitzenmacher},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:fdec23777fcd380e658d2c0253d895f082a1dccd},
  journal = {ICML 2024 2024}
}

Accelerating Federated Learning with Quick Distributed Mean Estimation

Code Implementations(1)

Cite this paper

Discussion