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]

Authors

Qi Qi

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Youzhi Luo

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Zhao Xu

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Shuiwang Ji

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Tianbao Yang

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