Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence

Qi Qi, Youzhi Luo, Zhao Xu, Shuiwang Ji, Tianbao Yang. Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 1752-1765, 2021. [doi]

@inproceedings{QiLXJY21,
  title = {Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence},
  author = {Qi Qi and Youzhi Luo and Zhao Xu and Shuiwang Ji and Tianbao Yang},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/0dd1bc593a91620daecf7723d2235624-Abstract.html},
  researchr = {https://researchr.org/publication/QiLXJY21},
  cites = {0},
  citedby = {0},
  pages = {1752-1765},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}