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]

Authors

Yao Yao

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Qihang Lin

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Tianbao Yang

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