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Regularized robust Broad Learning System for uncertain data modeling Journal article
NEUROCOMPUTING, 2018,Volume: 322,Page: 58-69
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip
Favorite  |  View/Download:12/0  |  Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution  
Spectral-spatial destriping of hyperspectral image via correntropy based sparse representation and unidirectional Huber-Markov random fields Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017,Volume: 15,Issue: 6
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Hyperspectral Images  Destriping  Sparse Representation  Markov Random Field  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 394,Page: 1-17
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
Nonconvex matrix regression  Weighted sparse coding  Inexact augmented lagrange multiplier method  Face recognition