FedOSAA: Improving Federated Learning with One-Step Anderson Acceleration

Xue Feng, M. Paul Laiu, Thomas Strohmer. FedOSAA: Improving Federated Learning with One-Step Anderson Acceleration. In Beidi Chen, Shijia Liu, Mert Pilanci, Weijie Su, Jeremias Sulam, Yuxiang Wang, Zhihui Zhu, editors, Conference on Parsimony and Learning, Stanford University, USA, 24-27 March 2025. Volume 280 of Proceedings of Machine Learning Research, pages 985-1006, PMLR, 2025. [doi]

@inproceedings{FengLS25,
  title = {FedOSAA: Improving Federated Learning with One-Step Anderson Acceleration},
  author = {Xue Feng and M. Paul Laiu and Thomas Strohmer},
  year = {2025},
  url = {https://proceedings.mlr.press/v280/feng25a.html},
  researchr = {https://researchr.org/publication/FengLS25},
  cites = {0},
  citedby = {0},
  pages = {985-1006},
  booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27 March 2025},
  editor = {Beidi Chen and Shijia Liu and Mert Pilanci and Weijie Su and Jeremias Sulam and Yuxiang Wang and Zhihui Zhu},
  volume = {280},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}