Fast Stochastic AUC Maximization with O(1/n)-Convergence Rate

Mingrui Liu, Xiaoxuan Zhang, Zaiyi Chen, Xiaoyu Wang, Tianbao Yang. Fast Stochastic AUC Maximization with O(1/n)-Convergence Rate. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 3195-3203, JMLR.org, 2018. [doi]

@inproceedings{LiuZCWY18,
  title = {Fast Stochastic AUC Maximization with O(1/n)-Convergence Rate},
  author = {Mingrui Liu and Xiaoxuan Zhang and Zaiyi Chen and Xiaoyu Wang and Tianbao Yang},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/liu18g.html},
  researchr = {https://researchr.org/publication/LiuZCWY18},
  cites = {0},
  citedby = {0},
  pages = {3195-3203},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}