Support Vector Algorithms for Optimizing the Partial Area Under the ROC Curve

13 May 2016

Papers citing "Support Vector Algorithms for Optimizing the Partial Area Under the ROC Curve"

13 / 13 papers shown

Title
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm Huiyang Shao Qianqian Xu Zhiyong Yang Shilong Bao Qingming Huang 153 5 0 08 Oct 2022
Optimizing Partial Area Under the Top-k Curve: Theory and Practice Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 121 8 0 03 Sep 2022
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence Zhenhuan Yang Yan Lok Ko Kush R. Varshney Yiming Ying FaML 160 21 0 22 Aug 2022
Rank-based Decomposable Losses in Machine Learning: A Survey Shu Hu Xin Wang Siwei Lyu 130 34 0 18 Jul 2022
AUC Maximization in the Era of Big Data and AI: A Survey Tianbao Yang Yiming Ying 269 213 0 28 Mar 2022
Large-scale Optimization of Partial AUC in a Range of False Positive Rates Yao Yao Qihang Lin Tianbao Yang 142 17 0 03 Mar 2022
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee Dixian Zhu Gang Li Bokun Wang Xiaodong Wu Tianbao Yang 275 35 0 01 Mar 2022
Learning with Multiclass AUC: Theory and Algorithms Zhiyong Yang Qianqian Xu Shilong Bao Xiaochun Cao Qingming Huang 226 75 0 28 Jul 2021
Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information A. Budhiraja Gaurush Hiranandani Darshak Chhatbar Aditya Sinha Navya Yarrabelly Ayush Choure Oluwasanmi Koyejo Prateek Jain 111 4 0 28 Jan 2020
Variance Reduced Stochastic Proximal Algorithm for AUC Maximization Soham Dan Dushyant Sahoo 139 3 0 08 Nov 2019
Anomaly Detection with Inexact Labels Tomoharu Iwata Machiko Toyoda Shotaro Tora N. Ueda 67 16 0 11 Sep 2019
Stochastic Proximal AUC Maximization Yunwen Lei Yiming Ying 86 27 0 14 Jun 2019
Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation Zhao Zhang Yan Zhang Guangcan Liu Jinhui Tang Shuicheng Yan Meng Wang 110 71 0 25 May 2019