Fair yet Asymptotically Equal Collaborative Learning

Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng, Chuan-Sheng Foo, Bryan Kian Hsiang Low. Fair yet Asymptotically Equal Collaborative Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 21223-21259, PMLR, 2023. [doi]

@inproceedings{LinXNFL23,
  title = {Fair yet Asymptotically Equal Collaborative Learning},
  author = {Xiaoqiang Lin and Xinyi Xu and See-Kiong Ng and Chuan-Sheng Foo and Bryan Kian Hsiang Low},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/lin23l.html},
  researchr = {https://researchr.org/publication/LinXNFL23},
  cites = {0},
  citedby = {0},
  pages = {21223-21259},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}