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]

Abstract

Abstract is missing.