Partial Gaussian Graphical Model Estimation

IEEE Transactions on Information Theory ◽

10.1109/tit.2013.2296784 ◽

2014 ◽

Vol 60 (3) ◽

pp. 1673-1687 ◽

Author(s):

Xiao-Tong Yuan ◽

Tong Zhang

Keyword(s):

Graphical Model ◽

Model Estimation ◽

Gaussian Graphical Model

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Sparse Gaussian graphical model estimation via alternating minimization

10.1093/biomet/asx003 ◽

2017 ◽

Vol 104 (2) ◽

pp. 379-395 ◽

Author(s):

Onkar Dalal ◽

Bala Rajaratnam

Keyword(s):

Graphical Model ◽

Model Estimation ◽

Alternating Minimization ◽

Gaussian Graphical Model

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Gaussian graphical model estimation with false discovery rate control

The Annals of Statistics ◽

10.1214/13-aos1169 ◽

2013 ◽

Vol 41 (6) ◽

pp. 2948-2978 ◽

Author(s):

Weidong Liu

Keyword(s):

False Discovery Rate ◽

Rate Control ◽

Graphical Model ◽

Model Estimation ◽

Gaussian Graphical Model ◽

False Discovery Rate Control ◽

False Discovery

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Exploiting Low-rank Latent Gaussian Graphical Model Estimation for Visual Sentiment Distribution

IEEE Transactions on Multimedia ◽

10.1109/tmm.2022.3140892 ◽

2022 ◽

pp. 1-1

Author(s):

Yuting Su ◽

Wei Zhao ◽

Peiguang Jing ◽

Liqiang Nie

Keyword(s):

Graphical Model ◽

Low Rank ◽

Model Estimation ◽

Gaussian Graphical Model

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Covariate-adjusted Gaussian graphical model estimation with false discovery rate control

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2020.1752385 ◽

2020 ◽

pp. 1-20

Author(s):

Yunlong Zhu

Keyword(s):

False Discovery Rate ◽

Rate Control ◽

Graphical Model ◽

Model Estimation ◽

Gaussian Graphical Model ◽

False Discovery Rate Control ◽

False Discovery

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A modified expectation‐maximization algorithm for latent Gaussian graphical model

Canadian Journal of Statistics ◽

10.1002/cjs.11643 ◽

2021 ◽

Author(s):

Chaowen Zheng ◽

Jingfang Huang ◽

Ian A. Wood ◽

Yichao Wu

Keyword(s):

Expectation Maximization ◽

Graphical Model ◽

Expectation Maximization Algorithm ◽

Gaussian Graphical Model

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Gaussian Message Propagation in d-order Neighborhood for Gaussian Graphical Model

Advances in Neural Networks – ISNN 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39065-4_65 ◽

2013 ◽

pp. 539-546

Author(s):

Yarui Chen ◽

Congcong Xiong ◽

Hailin Xie

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model ◽

Message Propagation

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Tensor-Based Gaussian Graphical Model

10.1007/978-3-030-74386-4_12 ◽

2021 ◽

pp. 285-298

Author(s):

Yipeng Liu ◽

Jiani Liu ◽

Zhen Long ◽

Ce Zhu

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model

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Testing the Structure of a Gaussian Graphical Model With Reduced Transmissions in a Distributed Setting

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2940119 ◽

2019 ◽

Vol 67 (20) ◽

pp. 5391-5401 ◽

Author(s):

Yicheng Chen ◽

Rick S. Blum ◽

Brian M. Sadler ◽

Jiangfan Zhang

Keyword(s):

Graphical Model ◽

Gaussian Graphical Model

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Scad-Penalized Complex Gaussian Graphical Model Selection

2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp49062.2020.9231821 ◽

2020 ◽

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

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On Sparse Complex Gaussian Graphical Model Selection

2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2019.8918691 ◽

2019 ◽

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

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