Federated Learning with Label Distribution Skew via Logits Calibration

Jie Zhang, Zhiqi Li, Bo Li, Jianghe Xu, Shuang Wu 0001, Shouhong Ding, Chao Wu. Federated Learning with Label Distribution Skew via Logits Calibration. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 26311-26329, PMLR, 2022. [doi]

@inproceedings{ZhangLLX0DW22,
  title = {Federated Learning with Label Distribution Skew via Logits Calibration},
  author = {Jie Zhang and Zhiqi Li and Bo Li and Jianghe Xu and Shuang Wu 0001 and Shouhong Ding and Chao Wu},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/zhang22p.html},
  researchr = {https://researchr.org/publication/ZhangLLX0DW22},
  cites = {0},
  citedby = {0},
  pages = {26311-26329},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}