Efficient and Fair Data Valuation for Horizontal Federated Learning

Shuyue Wei, Yongxin Tong, Zimu Zhou, Tianshu Song. Efficient and Fair Data Valuation for Horizontal Federated Learning. In Qiang Yang 0001, Lixin Fan, Han Yu 0001, editors, Federated Learning - Privacy and Incentive. Volume 12500 of Lecture Notes in Computer Science, pages 139-152, Springer, 2020. [doi]

@incollection{WeiTZS20,
  title = {Efficient and Fair Data Valuation for Horizontal Federated Learning},
  author = {Shuyue Wei and Yongxin Tong and Zimu Zhou and Tianshu Song},
  year = {2020},
  doi = {10.1007/978-3-030-63076-8_10},
  url = {https://doi.org/10.1007/978-3-030-63076-8_10},
  researchr = {https://researchr.org/publication/WeiTZS20},
  cites = {0},
  citedby = {0},
  pages = {139-152},
  booktitle = {Federated Learning - Privacy and Incentive},
  editor = {Qiang Yang 0001 and Lixin Fan and Han Yu 0001},
  volume = {12500},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-63076-8},
}