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Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
Authors:  Chang, Xiangyu;  Zhong, Yan;  Wang Y(王尧);  Lin SB(林绍波)
View  |  Adobe PDF(1882Kb)  |  Favorite  |  View/Download:61/11  |  Submit date:2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 4, 页码: 1227-1243
Authors:  Wang Y(王尧);  Peng, Jiangjun;  Zhao Q(赵谦);  Leung, Yee;  Zhao XL(赵熙乐);  Meng DY(孟德宇)
View  |  Adobe PDF(2500Kb)  |  Favorite  |  View/Download:58/4  |  Submit date:2018/06/17
Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)  
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:37/7  |  Submit date:2018/11/09
High-dimensional Data  Sparsity  Compressive Sensing  Low-rank Matrix Recovery  Tensors