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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：12/0  |  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  
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 13
作者:  Chen, Yanming;  Wu, Gang;  Shuai, Mingrui;  Lou, Shubin;  Zhang, Yiwen;  An, Zhulin
收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20
Neural network  Model compression  Filter pruning  Attention  Rank enhancement  CNNs  
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：47/0  |  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：91/0  |  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  
2020年中国高性能计算机发展现状分析 期刊论文
计算机工程与科学, 2020, 卷号: 42, 期号: 12, 页码: 2103
作者:  袁国兴;  张云泉;  袁良
收藏  |  浏览/下载：16/0  |  提交时间：2024/05/20
high performance computer  performance  rank list  system benchmarking technology  高性能计算机  性能  排行榜  测评技术  
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：100/0  |  提交时间：2019/08/16
Learning to rank  ranking SVM  parameter interactions  low-rank approximation  
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 10, 页码: 6196-6213
作者:  Fan, Haiyan;  Li, Chang;  Guo, Yulan;  Kuang, Gangyao;  Ma, Jiayi
收藏  |  浏览/下载：88/0  |  提交时间：2019/12/10
Hyperspectral image (HSI) denoising  low-rank tensor factorization (LRTF)  spatial-spectral total variation (SSTV)  
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:  Pang, Junbiao;  Huang, Jing;  Yang, Xue;  Wang, Zuyun;  Yu, Haitao;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载：82/0  |  提交时间：2019/12/10
Spatio-temporal pattern  fine-grained pattern  low-rank regularity  matrix factorization  taxis trip  point process  
Modeling the Correlations of Relations for Knowledge Graph Embedding 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 2, 页码: 323-334
作者:  Zhu, Ji-Zhao;  Jia, Yan-Tao;  Xu, Jun;  Qiao, Jian-Zhong;  Cheng, Xue-Qi
收藏  |  浏览/下载：90/0  |  提交时间：2019/12/10
knowledge graph embedding  low-rank  matrix decomposition  
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：72/0  |  提交时间：2019/12/12
Search result diversification  relational learning to rank  diversity evaluation measure