Some Computational Aspects of Graphical Model Selection

Computational Aspects of Model Choice - Contributions to Statistics ◽

10.1007/978-3-642-99766-2_9 ◽

1993 ◽

pp. 187-210 ◽

Cited By ~ 2

Author(s):

David Edwards

Keyword(s):

Model Selection ◽

Graphical Model ◽

Computational Aspects

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Necessary conditions for consistent set-based graphical model selection

2011 IEEE International Symposium on Information Theory Proceedings ◽

10.1109/isit.2011.6034133 ◽

2011 ◽

Cited By ~ 5

Author(s):

Divyanshu Vats ◽

Jose M. F. Moura

Keyword(s):

Model Selection ◽

Graphical Model ◽

Necessary Conditions

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Efficient Bayesian Regularization for Graphical Model Selection

Bayesian Analysis ◽

10.1214/17-ba1086 ◽

2019 ◽

Vol 14 (2) ◽

pp. 449-476 ◽

Cited By ~ 3

Author(s):

Suprateek Kundu ◽

Bani K. Mallick ◽

Veera Baladandayuthapani

Keyword(s):

Model Selection ◽

Graphical Model ◽

Bayesian Regularization

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A graphical model selection tool for mixed models

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2017.1353617 ◽

2017 ◽

Vol 47 (9) ◽

pp. 2624-2638 ◽

Cited By ~ 2

Author(s):

M. Sciandra ◽

A. Plaia

Keyword(s):

Model Selection ◽

Mixed Models ◽

Graphical Model ◽

Selection Tool

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Strategies for Graphical Model Selection

Selecting Models from Data - Lecture Notes in Statistics ◽

10.1007/978-1-4612-2660-4_10 ◽

1994 ◽

pp. 91-100 ◽

Cited By ~ 7

Author(s):

David Madigan ◽

Adrian E. Raftery ◽

Jeremy C. York ◽

Jeffrey M. Bradshaw ◽

Russell G. Almond

Keyword(s):

Model Selection ◽

Graphical Model

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Maximum Entropy Relaxation for Graphical Model Selection Given Inconsistent Statistics

2007 IEEE/SP 14th Workshop on Statistical Signal Processing ◽

10.1109/ssp.2007.4301334 ◽

2007 ◽

Cited By ~ 2

Author(s):

Venkat Chandrasekaran ◽

Jason K. Johnson ◽

Alan S. Willsky

Keyword(s):

Model Selection ◽

Maximum Entropy ◽

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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Maximum entropy relaxation for multiscale graphical model selection

2008 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2008.4518003 ◽

2008 ◽

Cited By ~ 1

Author(s):

Myung Jin Choi ◽

Venkat Chandrasekaran ◽

Alan S. Willsky

Keyword(s):

Model Selection ◽

Maximum Entropy ◽

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 ◽

Cited By ~ 1

Author(s):

Jitendra K. Tugnait

Keyword(s):

Model Selection ◽

Graphical Model ◽

Gaussian Graphical Model

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Variational Wishart Approximation for Graphical Model Selection: Monoscale and Multiscale Models

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2019.2953651 ◽

2019 ◽

Vol 67 (24) ◽

pp. 6468-6482

Author(s):

Hang Yu ◽

Luyin Xin ◽

Justin Dauwels

Keyword(s):

Model Selection ◽

Graphical Model ◽

Multiscale Models

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Rejoinder: Latent variable graphical model selection via convex optimization

The Annals of Statistics ◽

10.1214/12-aos1020 ◽

2012 ◽

Vol 40 (4) ◽

pp. 2005-2013 ◽

Cited By ~ 2

Author(s):

Venkat Chandrasekaran ◽

Pablo A. Parrilo ◽

Alan S. Willsky

Keyword(s):

Model Selection ◽

Convex Optimization ◽

Latent Variable ◽

Graphical Model

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