On the Consistency of AUC Pairwise Optimization

3 August 2012

Papers citing "On the Consistency of AUC Pairwise Optimization"

22 / 22 papers shown

Title
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Shilong Bao Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 45 5 0 02 Sep 2024
$H$ -Consistency Guarantees for Regression Anqi Mao M. Mohri Yutao Zhong 31 9 0 28 Mar 2024
AUC Optimization from Multiple Unlabeled Datasets Zheng Xie Yu Liu Ming Li 67 0 0 25 May 2023
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling Dixian Zhu Bokun Wang Zhi Chen Yaxing Wang Milan Sonka Xiaodong Wu Tianbao Yang 16 3 0 14 May 2023
A Statistical Learning Take on the Concordance Index for Survival Analysis Alex Nowak-Vila K. Elgui Geneviève Robin 16 1 0 23 Feb 2023
Ranking Differential Privacy Shi Xu W. Sun Guang Cheng 11 1 0 02 Jan 2023
FeDXL: Provable Federated Learning for Deep X-Risk Optimization Zhishuai Guo R. L. Jin Jiebo Luo Tianbao Yang FedML 47 8 0 26 Oct 2022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability Peisong Wen Qianqian Xu Zhiyong Yang Yuan He Qingming Huang 53 10 0 27 Sep 2022
Path-aware Siamese Graph Neural Network for Link Prediction Jingsong Lv Zhao Li Hongyang Chen Yao Qi Chunqi Wu 29 3 0 10 Aug 2022
AUC Maximization in the Era of Big Data and AI: A Survey Tianbao Yang Yiming Ying 33 178 0 28 Mar 2022
Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices Dixian Zhu Xiaodong Wu Tianbao Yang 28 10 0 27 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 17 28 0 01 Mar 2022
Pairwise Learning for Neural Link Prediction Zhitao Wang Yong Zhou L. Jeff Hong Yuanhang Zou Hanjing Su Shouzhi Chen 12 26 0 06 Dec 2021
Learning with Multiclass AUC: Theory and Algorithms Zhiyong Yang Qianqian Xu Shilong Bao Xiaochun Cao Qingming Huang 33 66 0 28 Jul 2021
Meta-Cal: Well-controlled Post-hoc Calibration by Ranking Xingchen Ma Matthew B. Blaschko 18 34 0 10 May 2021
Online AUC Optimization for Sparse High-Dimensional Datasets Baojian Zhou Yiming Ying Steven Skiena 25 5 0 23 Sep 2020
Calibrated Surrogate Losses for Adversarially Robust Classification Han Bao Clayton Scott Masashi Sugiyama 19 45 0 28 May 2020
Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization Wanli Shi Bin Gu Xinag Li Heng-Chiao Huang 29 13 0 24 Dec 2019
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization Wanli Shi Bin Gu Xiang Li Xiang Geng Heng-Chiao Huang 26 15 0 29 Jul 2019
Learning Surrogate Losses Josif Grabocka Randolf Scholz Lars Schmidt-Thieme 22 41 0 24 May 2019
MBA: Mini-Batch AUC Optimization San Gultekin A. Saha A. Ratnaparkhi John Paisley 25 22 0 29 May 2018
Semi-Supervised AUC Optimization based on Positive-Unlabeled Learning Tomoya Sakai Gang Niu Masashi Sugiyama 14 60 0 04 May 2017