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Bayesian statistics / Probability theory / Networks / Statistical models / Markov random field / Entropy / Chordal graph / Belief propagation / Graph theory / Statistics / Graphical models


Modeling and Estimation in Gaussian Graphical Models: Maximum-Entropy Methods and Walk-Sum Analysis by Venkat Chandrasekaran Submitted to the Department of Electrical Engineering and Computer
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Document Date: 2012-02-01 13:34:56

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File Size: 1,12 MB

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Person Communication and Meetings / /

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MASSACHUSETTS INSTITUTE OF TECHNOLOGY May / Massachusetts Institute of Technology / /

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distributed sensor network applications / combinatorial algorithms / image processing / final solution / distributed sensor networks / non3 stationary algorithms / signal processing problems / food / statistical signal processing / /

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Thesis Organization / Department Committee on Graduate Students / MASSACHUSETTS INSTITUTE OF TECHNOLOGY / Department of Electrical Engineering and Computer Science / /

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Devavrat Shah / Al Oppenheim / Arthur C. Smith / Sujay Sanghavi / Pat Kreidl / Alan S. Willsky / Alan S. Willsky Edwin Sibley / Erik Sudderth / Jin Choi / Dmitry Malioutov / Jason Williams / Al Hero / Jason Johnson / /

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Author / Professor of Electrical Engineering Thesis Supervisor / Chairman / Fisher information matrix / Professor of Electrical Engineering / Fisher / thesis advisor / General / /

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Massachusetts / /

Technology

Trees Algorithm / 2.7 Algorithms / Embedded Trees algorithm / 1.2 Estimation Algorithms / memory-based algorithm / 4.1 Non-Stationary Embedded Subgraph Algorithms / Simulation / image processing / non3 stationary algorithms / 3.3 3.4 Algorithms / /

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