H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets

Guanqiang Zhou, Ping Xu, Yue Wang, Zhi Tian
2/12/2026

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@article{zhou2026hnobs,
  title  = {H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets},
  author = {Guanqiang Zhou and Ping Xu and Yue Wang and Zhi Tian},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b9a0cc54ed17481eeebdd148670f7fe5f4787f60},
  journal = {NEURIPS 2023 2023}
}

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