Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints

Yao Yao, Qihang Lin, Tianbao Yang. Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 10324-10342, PMLR, 2023. [doi]

@inproceedings{YaoLY23-0,
  title = {Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints},
  author = {Yao Yao and Qihang Lin and Tianbao Yang},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/yao23b.html},
  researchr = {https://researchr.org/publication/YaoLY23-0},
  cites = {0},
  citedby = {0},
  pages = {10324-10342},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}