AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation

Farshid Varno, Marzie Saghayi, Laya Rafiee Sevyeri, Sharut Gupta, Stan Matwin, Mohammad Havaei. AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation. In Shai Avidan, Gabriel J. Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner, editors, Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXIII. Volume 13683 of Lecture Notes in Computer Science, pages 710-726, Springer, 2022. [doi]

@inproceedings{VarnoSSGMH22,
  title = {AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation},
  author = {Farshid Varno and Marzie Saghayi and Laya Rafiee Sevyeri and Sharut Gupta and Stan Matwin and Mohammad Havaei},
  year = {2022},
  doi = {10.1007/978-3-031-20050-2_41},
  url = {https://doi.org/10.1007/978-3-031-20050-2_41},
  researchr = {https://researchr.org/publication/VarnoSSGMH22},
  cites = {0},
  citedby = {0},
  pages = {710-726},
  booktitle = {Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXIII},
  editor = {Shai Avidan and Gabriel J. Brostow and Moustapha Cissé and Giovanni Maria Farinella and Tal Hassner},
  volume = {13683},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-20050-2},
}