Nonconvex alternating direction method of multipliers for distributed sparse principal component analysis

2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2015.7418196 ◽

2015 ◽

Author(s):

Davood Hajinezhad ◽

Mingyi Hong

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Method Of Multipliers ◽

Sparse Principal Component Analysis ◽

Alternating Direction

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Alternating Direction Method of Multipliers for Sparse Principal Component Analysis

Journal of the Operations Research Society of China ◽

10.1007/s40305-013-0016-9 ◽

2013 ◽

Vol 1 (2) ◽

pp. 253-274 ◽

Author(s):

Shiqian Ma

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Method Of Multipliers ◽

Sparse Principal Component Analysis ◽

Alternating Direction

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Decentralized Principal Component Analysis by Integrating Lagrange Programming Neural Networks With Alternating Direction Method of Multipliers

IEEE Access ◽

10.1109/access.2020.2981794 ◽

2020 ◽

Vol 8 ◽

pp. 182842-182852

Author(s):

Zhonghua Ye ◽

Hong Zhu

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Method Of Multipliers ◽

Alternating Direction

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A Robust Principal Component Analysis via Alternating Direction Method of Multipliers to GenE-Expression Prediction

2017 International Conference on Computational Science and Computational Intelligence (CSCI) ◽

10.1109/csci.2017.215 ◽

2017 ◽

Author(s):

Negin Fraidouni ◽

Gergely Zaruba

Keyword(s):

Gene Expression ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Method Of Multipliers ◽

Robust Principal Component Analysis ◽

Alternating Direction

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An Efficient Algorithm for Tensor Principal Component Analysis via Proximal Linearized Alternating Direction Method of Multipliers

2016 International Conference on Advanced Cloud and Big Data (CBD) ◽

10.1109/cbd.2016.056 ◽

2016 ◽

Author(s):

Linbo Qiao ◽

Bofeng Zhang ◽

Lei Zhuang ◽

Jinshu Su

Keyword(s):

Principal Component Analysis ◽

Efficient Algorithm ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Method Of Multipliers ◽

Alternating Direction

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A NSGA-II with Alternating Direction Method of Multipliers Mutation for Solving Multiobjective Robust Principal Component Analysis Problem

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2016.5204 ◽

2016 ◽

Vol 13 (6) ◽

pp. 3722-3733 ◽

Author(s):

Weitao Yuan ◽

Xiaodan Liang ◽

Hanning Chen ◽

Lin Na ◽

Tao Zou

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Method Of Multipliers ◽

Robust Principal Component Analysis ◽

Analysis Problem ◽

Nsga Ii ◽

Alternating Direction

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Fast Tensor Principal Component Analysis via Proximal Alternating Direction Method with Vectorized Technique

Applied Mathematics ◽

10.4236/am.2017.81007 ◽

2017 ◽

Vol 08 (01) ◽

pp. 77-86 ◽

Author(s):

Haiyan Fan ◽

Gangyao Kuang ◽

Linbo Qiao

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Alternating Direction Method ◽

Alternating Direction ◽

Proximal Alternating Direction Method

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Lymphocyte-Monocyte-Neutrophil Index: A Predictor of Severity of Coronavirus Disease 2019 Patients Produced by Sparse Principal Component Analysis

SSRN Electronic Journal ◽

10.2139/ssrn.3576895 ◽

2020 ◽

Author(s):

Jian-an Jia ◽

Yingjie Qi ◽

Huiming Li ◽

Nagen Wan ◽

Shuqin Zhang ◽

...

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

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A novel super-resolution image and video reconstruction approach based on Newton-Thiele’s rational kernel in sparse principal component analysis

Multimedia Tools and Applications ◽

10.1007/s11042-016-3557-1 ◽

2016 ◽

Vol 76 (7) ◽

pp. 9463-9483

Author(s):

Lei He ◽

Jieqing Tan ◽

Xing Huo ◽

Chengjun Xie

Keyword(s):

Principal Component Analysis ◽

Super Resolution ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis ◽

Resolution Image ◽

Video Reconstruction

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Sparse Principal Component Analysis via Rotation and Truncation

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2427451 ◽

2016 ◽

Vol 27 (4) ◽

pp. 875-890 ◽

Author(s):

Zhenfang Hu ◽

Gang Pan ◽

Yueming Wang ◽

Zhaohui Wu

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

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Eigenvectors from Eigenvalues Sparse Principal Component Analysis (EESPCA)

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.1987254 ◽

2021 ◽

pp. 1-33

Author(s):

H. Robert Frost

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

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