Matrix completion by Truncated Nuclear Norm Regularization

2012 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2012.6247927 ◽

2012 ◽

Author(s):

Debing Zhang ◽

Yao Hu ◽

Jieping Ye ◽

Xuelong Li ◽

Xiaofei He

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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A Novel Enriched Version of Truncated Nuclear Norm Regularization for Matrix Completion of Inexact Observed Data

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2020.2983708 ◽

2020 ◽

pp. 1-1

Author(s):

Tayyebeh Saeedi ◽

Mansoor Rezghi

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2012.271 ◽

2013 ◽

Vol 35 (9) ◽

pp. 2117-2130 ◽

Author(s):

Yao Hu ◽

Debing Zhang ◽

Jieping Ye ◽

Xuelong Li ◽

Xiaofei He

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2021.103335 ◽

2021 ◽

Vol 81 ◽

pp. 103335

Author(s):

Liqiao Yang ◽

Kit Ian Kou ◽

Jifei Miao

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Low Rank ◽

Quaternion Matrix ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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A Truncated Nuclear Norm Regularization Method Based on Weighted Residual Error for Matrix Completion

IEEE Transactions on Image Processing ◽

10.1109/tip.2015.2503238 ◽

2016 ◽

Vol 25 (1) ◽

pp. 316-330 ◽

Author(s):

Qing Liu ◽

Zhihui Lai ◽

Zongwei Zhou ◽

Fangjun Kuang ◽

Zhong Jin

Keyword(s):

Regularization Method ◽

Matrix Completion ◽

Residual Error ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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Online robust principal component analysis via truncated nuclear norm regularization

Neurocomputing ◽

10.1016/j.neucom.2015.10.052 ◽

2016 ◽

Vol 175 ◽

pp. 216-222 ◽

Author(s):

Bin Hong ◽

Long Wei ◽

Yao Hu ◽

Deng Cai ◽

Xiaofei He

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nuclear Norm ◽

Robust Principal Component Analysis ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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Low rank matrix completion using truncated nuclear norm and sparse regularizer

Signal Processing Image Communication ◽

10.1016/j.image.2018.06.007 ◽

2018 ◽

Vol 68 ◽

pp. 76-87 ◽

Author(s):

Jing Dong ◽

Zhichao Xue ◽

Jian Guan ◽

Zi-Fa Han ◽

Wenwu Wang

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Low Rank ◽

Rank Matrix ◽

Low Rank Matrix Completion ◽

Low Rank Matrix ◽

Truncated Nuclear Norm

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2-D Seismic Data Reconstruction via Truncated Nuclear Norm Regularization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2976664 ◽

2020 ◽

Vol 58 (9) ◽

pp. 6336-6343

Author(s):

Wanjuan Zhang ◽

Lihua Fu ◽

Meng Zhang ◽

Wenting Cheng

Keyword(s):

Seismic Data ◽

Nuclear Norm ◽

Data Reconstruction ◽

Seismic Data Reconstruction ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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Differentially expressed genes selection via Truncated Nuclear Norm Regularization

2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2016.7822800 ◽

2016 ◽

Author(s):

Ya-Xuan Wang ◽

Jin-Xing Liu ◽

Ying-Lian Gao ◽

Xiang-Zhen Kong ◽

Chun-Hou Zheng ◽

...

Keyword(s):

Differentially Expressed Genes ◽

Differentially Expressed ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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Nuclear norm regularization with a low-rank constraint for matrix completion

Inverse Problems ◽

10.1088/0266-5611/26/11/115009 ◽

2010 ◽

Vol 26 (11) ◽

pp. 115009 ◽

Author(s):

Hui Zhang ◽

Lizhi Cheng ◽

Wei Zhu

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Low Rank ◽

Rank Constraint ◽

Nuclear Norm Regularization

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Motion Capture Data Completion via Truncated Nuclear Norm Regularization

IEEE Signal Processing Letters ◽

10.1109/lsp.2017.2687044 ◽

2018 ◽

Vol 25 (2) ◽

pp. 258-262 ◽

Author(s):

Wenyu Hu ◽

Zhao Wang ◽

Shuang Liu ◽

Xiaosong Yang ◽

Gaohang Yu ◽

...

Keyword(s):

Motion Capture ◽

Nuclear Norm ◽

Motion Capture Data ◽

Data Completion ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

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