Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices

27 March 2022

Papers citing "Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices"

6 / 6 papers shown

Title
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 40 5 0 02 Sep 2024
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling Dixian Zhu Bokun Wang Zhi Chen Yaxing Wang Milan Sonka Xiaodong Wu Tianbao Yang 11 3 0 14 May 2023
Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization Wei Jiang Gang Li Yibo Wang Lijun Zhang Tianbao Yang 25 16 0 18 Jul 2022
AUC Maximization in the Era of Big Data and AI: A Survey Tianbao Yang Yiming Ying 19 178 0 28 Mar 2022
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 162 1,766 0 02 Mar 2017
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 61 123 0 03 Aug 2012