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Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079
作者:  Wen, Peisong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Optimization  Stability analysis  Stochastic processes  Measurement  Standards  Approximation algorithms  Machine learning algorithms  Machine learning  AUPRC  learning to rank  algorithm-dependent generalization  stability  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：38/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 5, 页码: 1310-1322
作者:  Wu, Yiling;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：72/0  |  提交时间：2020/12/10
Semantics  Correlation  Training  Data models  Visualization  Adaptation models  Fasteners  Cross-modality learning  similarity function learning  online learning  low-rank matrix  
Modeling the Parameter Interactions in Ranking SVM with Low-Rank Approximation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1181-1193
作者:  Xu, Jun;  Zeng, Wei;  Lan, Yanyan;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：89/0  |  提交时间：2019/08/16
Learning to rank  ranking SVM  parameter interactions  low-rank approximation  
Directly Optimize Diversity Evaluation Measures: A New Approach to Search Result Diversification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3, 页码: 26
作者:  Xu, Jun;  Xia, Long;  Lan, Yanyan;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/12
Search result diversification  relational learning to rank  diversity evaluation measure  
Learning multiple metrics for ranking 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2011, 卷号: 5, 期号: 3, 页码: 259-267
作者:  Geng, Xiubo;  Cheng, Xue-Qi
收藏  |  浏览/下载：80/0  |  提交时间：2019/12/16
learning to rank  multiple measures  direct optimization  
Selecting optimal training data for learning to rank 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2011, 卷号: 47, 期号: 5, 页码: 730-741
作者:  Geng, Xiubo;  Qin, Tao;  Liu, Tie-Yan;  Cheng, Xue-Qi;  Li, Hang
收藏  |  浏览/下载：74/0  |  提交时间：2019/12/16
Learning to rank  Selecting optimal training data  
Multi-Task Rank Learning for Visual Saliency Estimation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2011, 卷号: 21, 期号: 5, 页码: 623-636
作者:  Li, Jia;  Tian, Yonghong;  Huang, Tiejun;  Gao, Wen
收藏  |  浏览/下载：75/0  |  提交时间：2019/12/16
Generalization ability  multi-task learning  pair-wise rank learning  visual saliency  
Cost-Sensitive Rank Learning From Positive and Unlabeled Data for Visual Saliency Estimation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2010, 卷号: 17, 期号: 6, 页码: 591-594
作者:  Li, Jia;  Tian, Yonghong;  Huang, Tiejun;  Gao, Wen
收藏  |  浏览/下载：46/0  |  提交时间：2019/12/16
Cost-sensitive  positive and unlabeled data  rank learning  visual saliency