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Double robust principal component analysis 期刊论文
Neurocomputing, 2020, 页码: 1-10
Authors:  Wang, Qianqian;  Gao QX(高全学);  Sun G(孙干);  Ding, Chris
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Robust principal component analysis  Double  Low-rank representation  
基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
图像视频低秩张量表达及恢复算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  陈希爱
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低秩稀疏分解  低秩张量分解  三维全变分  多高斯拟合  马尔科夫随机场  
Sparse recovery: From vectors to tensors 期刊论文
National Science Review, 2018, 卷号: 5, 期号: 5, 页码: 756-767
Authors:  Wang Y(王尧);  Meng DY(孟德宇);  Yuan, Ming
View  |  Adobe PDF(1871Kb)  |  Favorite  |  View/Download:46/10  |  Submit date:2018/11/09
High-dimensional Data  Sparsity  Compressive Sensing  Low-rank Matrix Recovery  Tensors  
Active Lifelong Learning with “Watchdog” 会议论文
32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Xu XW(徐晓伟)
View  |  Adobe PDF(1144Kb)  |  Favorite  |  View/Download:49/15  |  Submit date:2018/12/27
Clustered Lifelong Learning via Representative Task Selection 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Kong, Yu;  Xu XW(徐晓伟)
View  |  Adobe PDF(581Kb)  |  Favorite  |  View/Download:82/13  |  Submit date:2018/12/27
Lifelong Learning  Clustering Analysis  Multi-task Learning  Transfer Learning  
Dual Graph Regularized Discriminative Multitask Tracker 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 9, 页码: 2303-2315
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
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Multi-task Tracker  Discriminative Low Rank Learning  Geometric Structure Information  Graph Regularization  Collaborate Metric  
Group feature selection with multiclass support vector machine 期刊论文
NEUROCOMPUTING, 2018, 卷号: 317, 页码: 42-49
Authors:  Tang FZ(唐凤珍);  Adam, Lukas;  Si BL(斯白露)
View  |  Adobe PDF(874Kb)  |  Favorite  |  View/Download:109/16  |  Submit date:2018/09/30
Group Feature Selection  Support Vector Machine  Multiclass Support Vector Machine  Alternating Direction Method Of Multipliers  Eeg Channel Selection  
Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements 期刊论文
IEEE Transactions on Image Processing, 2016, 卷号: 25, 期号: 9, 页码: 4075-4090
Authors:  Cao WF(曹文飞);  Wang Y(王尧);  Sun J(孙剑);  Meng DY(孟德宇);  Yang, Can;  Cichocki, Andrzej;  Xu ZB(徐宗本)
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Folded-concave penalization approaches to tensor completion 期刊论文
Neurocomputing, 2015, 卷号: 152, 页码: 261-273
Authors:  Cao WF(曹文飞);  Wang Y(王尧);  Yang, Can;  Chang, Xiangyu;  Han Z(韩志);  Xu ZB(徐宗本)
View  |  Adobe PDF(11144Kb)  |  Favorite  |  View/Download:169/24  |  Submit date:2015/02/04
Tensor Completion  Nuclear Norm  Folded-concave Penalization  Local Linear Approximation  Sparse Learning