Learning with Multiclass AUC: Theory and Algorithms

28 July 2021

Papers citing "Learning with Multiclass AUC: Theory and Algorithms"

27 / 27 papers shown

Title
ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$ - $β$ -Divergence Guanghui Wang Zhiyong Yang Z. Wang Shi Wang Qianqian Xu Q. Huang 39 0 0 07 May 2025
Sharper Concentration Inequalities for Multi-Graph Dependent Variables Xiao Shao Guoqiang Wu 60 0 0 25 Feb 2025
An Approach for Auto Generation of Labeling Functions for Software Engineering Chatbots Ebube Alor Ahmad Abdellatif SayedHassan Khatoonabadi Emad Shihab 31 0 0 09 Oct 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation Boyu Han Qianqian Xu Zhiyong Yang Shilong Bao Peisong Wen Yangbangyan Jiang Qingming Huang 26 2 0 30 Sep 2024
Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification Jingyu Kong Yuan Guo Yu Wang Yuping Duan DiffM MedIm 31 0 0 22 Sep 2024
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
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection Junwei He Qianqian Xu Yangbangyan Jiang Zitai Wang Yuchen Sun Qingming Huang OODD 35 0 0 31 Jul 2024
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval Yang Liu Qianqian Xu Peisong Wen Siran Dai Qingming Huang 44 0 0 22 Jul 2024
Systematic Literature Review on Application of Learning-based Approaches in Continuous Integration Ali Kazemi Arani T. H. Le Mansooreh Zahedi M. Ali Babar 16 5 0 28 Jun 2024
MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence Hongduan Tian Feng Liu Tongliang Liu Bo Du Yiu-ming Cheung Bo Han 29 1 0 29 May 2024
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? Ngoc Dang Nguyen Wei Tan Lan Du Wray L. Buntine Richard Beare Changyou Chen 18 2 0 02 Nov 2023
Deepfake Detection: Leveraging the Power of 2D and 3D CNN Ensembles Aagam Bakliwal Amit D. Joshi 8 1 0 25 Oct 2023
Frequency Perception Network for Camouflaged Object Detection Runmin Cong Mengyao Sun Sanyi Zhang Xiaofei Zhou Wei Zhang Yao-Min Zhao ObjD 26 53 0 17 Aug 2023
AUC Optimization from Multiple Unlabeled Datasets Zheng Xie Yu Liu Ming Li 65 0 0 25 May 2023
A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry and Generalization Peifeng Gao Qianqian Xu Peisong Wen Huiyang Shao Zhiyong Yang Qingming Huang 12 6 0 18 Apr 2023
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data A. Tonks Trevor Harris Bo Li W. Brown Rebecca Smith 21 3 0 21 Dec 2022
AUC Maximization for Low-Resource Named Entity Recognition Ngoc Dang Nguyen Wei Tan Wray L. Buntine Richard Beare Changyou Chen Lan Du 26 8 0 09 Dec 2022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability Peisong Wen Qianqian Xu Zhiyong Yang Yuan He Qingming Huang 48 10 0 27 Sep 2022
MaxMatch: Semi-Supervised Learning with Worst-Case Consistency Yangbangyan Jiang Xiaodan Li Xiaodan Li YueFeng Chen Yuan He Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 9 18 0 26 Sep 2022
CustOmics: A versatile deep-learning based strategy for multi-omics integration Hakim Benkirane Yoann Pradat Stefan Michiels P. Cournède SyDa 11 4 0 12 Sep 2022
Optimizing Partial Area Under the Top-k Curve: Theory and Practice Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang 20 7 0 03 Sep 2022
Minimax AUC Fairness: Efficient Algorithm with Provable Convergence Zhenhuan Yang Yan Lok Ko Kush R. Varshney Yiming Ying FaML 22 16 0 22 Aug 2022
Optimizing Two-way Partial AUC with an End-to-end Framework Zhiyong Yang Qianqian Xu Shilong Bao Yuan He Xiaochun Cao Qingming Huang 12 16 0 23 Jun 2022
AUC Maximization in the Era of Big Data and AI: A Survey Tianbao Yang Yiming Ying 33 178 0 28 Mar 2022
Large-scale Optimization of Partial AUC in a Range of False Positive Rates Yao Yao Qihang Lin Tianbao Yang 16 15 0 03 Mar 2022
Learning Rates for Nonconvex Pairwise Learning Shaojie Li Yong Liu 20 2 0 09 Nov 2021
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 61 123 0 03 Aug 2012