Mitigating Demographic Bias of Federated Learning Models via Robust-Fair Domain Smoothing: A Domain-Shifting Approach

Huimin Zeng, Zhenrui Yue, Qian Jiang, Yang Zhang, Lanyu Shang, Ruohan Zong, Dong Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publication2024 Ieee 44th International Conference On Distributed Computing Systems, Icdcs 2024
Pages785-796
Number of pages12
DOIs
StatePublished - 2024

Keywords

  • Distributed Computing
  • Domain Shift
  • Federated Learning
  • Group Fairness

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