Byzantine-Robust Federated Learning with Optimal Statistical Rates

Banghua Zhu, Lun Wang, Qi Pang, Shuai Wang, Jiantao Jiao, Dawn Song, Michael I. Jordan. Byzantine-Robust Federated Learning with Optimal Statistical Rates. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 3151-3178, PMLR, 2023. [doi]

@inproceedings{ZhuWPWJSJ23,
  title = {Byzantine-Robust Federated Learning with Optimal Statistical Rates},
  author = {Banghua Zhu and Lun Wang and Qi Pang and Shuai Wang and Jiantao Jiao and Dawn Song and Michael I. Jordan},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/zhu23b.html},
  researchr = {https://researchr.org/publication/ZhuWPWJSJ23},
  cites = {0},
  citedby = {0},
  pages = {3151-3178},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}