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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  
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