A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity

Iifan Tyou, Tomoya Murata, Takumi Fukami, Yuki Takezawa, Kenta Niwa. A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity. IEEE Trans. Signal and Information Processing over Networks, 10:94-107, 2024. [doi]

@article{TyouMFTN24,
  title = {A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity},
  author = {Iifan Tyou and Tomoya Murata and Takumi Fukami and Yuki Takezawa and Kenta Niwa},
  year = {2024},
  doi = {10.1109/TSIPN.2023.3343616},
  url = {https://doi.org/10.1109/TSIPN.2023.3343616},
  researchr = {https://researchr.org/publication/TyouMFTN24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Signal and Information Processing over Networks},
  volume = {10},
  pages = {94-107},
}