DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework

Siran Dai, Qianqian Xu, Zhiyong Yang 0001, Xiaochun Cao, Qingming Huang. DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{DaiX0CH23,
  title = {DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework},
  author = {Siran Dai and Qianqian Xu and Zhiyong Yang 0001 and Xiaochun Cao and Qingming Huang},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/8c086821724b99f4c756648bb0f165db-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/DaiX0CH23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}