Improving Fairness for Data Valuation in Horizontal Federated Learning

Zhenan Fan, Huang Fang, Zirui Zhou, Jian Pei, Michael P. Friedlander, Changxin Liu, Yong Zhang. Improving Fairness for Data Valuation in Horizontal Federated Learning. In 38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022. pages 2440-2453, IEEE, 2022. [doi]

@inproceedings{FanFZPFLZ22,
  title = {Improving Fairness for Data Valuation in Horizontal Federated Learning},
  author = {Zhenan Fan and Huang Fang and Zirui Zhou and Jian Pei and Michael P. Friedlander and Changxin Liu and Yong Zhang},
  year = {2022},
  doi = {10.1109/ICDE53745.2022.00228},
  url = {https://doi.org/10.1109/ICDE53745.2022.00228},
  researchr = {https://researchr.org/publication/FanFZPFLZ22},
  cites = {0},
  citedby = {0},
  pages = {2440-2453},
  booktitle = {38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-0883-7},
}