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]

Abstract

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