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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Gaussian Graphical Model Selection from Size Constrained Measurements

2019 IEEE International Symposium on Information Theory (ISIT) ◽

10.1109/isit.2019.8849299 ◽

2019 ◽

Author(s):

Gautam Dasarathy

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

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Model selection and estimation in the Gaussian graphical model

10.1093/biomet/asm018 ◽

2007 ◽

Vol 94 (1) ◽

pp. 19-35 ◽

Author(s):

M. Yuan ◽

Y. Lin

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

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Multiple Testing and Error Control in Gaussian Graphical Model Selection

Statistical Science ◽

10.1214/088342307000000113 ◽

2007 ◽

Vol 22 (3) ◽

pp. 430-449 ◽

Author(s):

Mathias Drton ◽

Michael D. Perlman

Keyword(s):

Model Selection ◽

Multiple Testing ◽

Error Control ◽

Graphical Model ◽

Gaussian Graphical Model

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Comparison of Statistical Procedures for Gaussian Graphical Model Selection

Computational Aspects and Applications in Large-Scale Networks - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-319-96247-4_19 ◽

2018 ◽

pp. 269-279

Author(s):

Ivan S. Grechikhin ◽

Valery A. Kalyagin

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model ◽

Statistical Procedures

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An Edge Exclusion Test for Complex Gaussian Graphical Model Selection

2018 IEEE Statistical Signal Processing Workshop (SSP) ◽

10.1109/ssp.2018.8450845 ◽

2018 ◽

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model ◽

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Optimality of Multiple Decision Statistical Procedure for Gaussian Graphical Model Selection

Lecture Notes in Computer Science - Learning and Intelligent Optimization ◽

10.1007/978-3-030-05348-2_26 ◽

2018 ◽

pp. 304-308

Author(s):

Valery A. Kalyagin ◽

Alexander P. Koldanov ◽

Petr A. Koldanov ◽

Panos M. Pardalos

Keyword(s):

Model Selection ◽

Graphical Model ◽

Statistical Procedure ◽

Gaussian Graphical Model

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A SINful approach to Gaussian graphical model selection

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2007.05.035 ◽

2008 ◽

Vol 138 (4) ◽

pp. 1179-1200 ◽

Author(s):

Mathias Drton ◽

Michael D. Perlman

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

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Robust Bayesian model selection for variable clustering with the Gaussian graphical model

Statistics and Computing ◽

10.1007/s11222-019-09879-9 ◽

2019 ◽

Vol 30 (2) ◽

pp. 351-376

Author(s):

Daniel Andrade ◽

Akiko Takeda ◽

Kenji Fukumizu

Keyword(s):

Model Selection ◽

Bayesian Model ◽

Graphical Model ◽

Bayesian Model Selection ◽

Gaussian Graphical Model ◽

Variable Clustering ◽

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Edge Exclusion Tests for Improper Complex Gaussian Graphical Model Selection

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2916068 ◽

2019 ◽

Vol 67 (13) ◽

pp. 3547-3560 ◽

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model ◽

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