Graphical models

Results: 1083



#Item
891Graphical models / Networks / Artificial intelligence / Probability theory / Probability and statistics / Markov random field / Statistical inference / Scientific modelling / Statistics / Science / Theoretical computer science

June[removed]LIDS Publication # 2563 Research supported in part by: Army Research Office Award

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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:34:49
892Bayesian 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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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:34:56
893Machine learning / Statistical classification / Bayesian network / Naive Bayes classifier / Graphical model / Supervised learning / Feature selection / Statistics / Bayesian statistics / Statistical models

Bayesian Network Classifiers in Weka Remco R. Bouckaert [removed] September 1, 2004 Abstract Various Bayesian network classifier learning algorithms are implemented in Weka [10].

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Source URL: weka.sourceforge.net

Language: English - Date: 2004-09-29 00:47:39
894Markov models / Statistical theory / Bioinformatics / Hidden Markov model / Bayesian inference / Hidden semi-Markov model / Gibbs sampling / Graphical model / Non-parametric statistics / Statistics / Bayesian statistics / Statistical inference

Bayesian Time Series Models and Scalable Inference by Matthew James Johnson B.S. Electrical Engineering and Computer Sciences, UC Berkeley, 2008 S.M. Electrical Engineering and Computer Science, MIT, 2010

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Source URL: ssg.mit.edu

Language: English - Date: 2014-06-19 14:35:03
895Theoretical computer science / Coding theory / Belief propagation / Probability theory / Statistical models / Algorithm / Graph theory / Feedback vertex set / Mathematics / Graphical models / Applied mathematics

Feedback Message Passing for Inference in Gaussian Graphical Models by Ying Liu B.E. Electrical Engineering

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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:36:21
896Mathematical analysis / Operations research / Linear programming / Graphical models / Duality / Belief propagation / Relaxation / Lagrangian relaxation / Estimation theory / Mathematical optimization / Convex optimization / Mathematics

Convex Relaxation Methods for Graphical Models: Lagrangian and Maximum Entropy Approaches by Jason K. Johnson Submitted to the Department of Electrical Engineering and Computer Science in

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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:34:55
897Probability and statistics / Probability theory / Matrices / Belief propagation / Coding theory / Matrix / Normal distribution / Covariance matrix / Gaussian function / Statistics / Graphical models / Mathematics

Approximate Inference in Gaussian Graphical Models by Dmitry M. Malioutov Submitted to the Department of Electrical Engineering and Computer Science in partial fulfillment of the requirements for the degree of

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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:34:31
898Graphical models / Computational statistics / Statistical models / Bayesian statistics / Belief propagation / Coding theory / Wireless sensor network / Particle filter / Estimation theory / Statistics / Mathematics / Applied mathematics

June, 2005 LIDS Publication # 2644 Research supported in part by: ODDR&E MURI: ARO Grant

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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:34:51
899Mathematics / Theoretical computer science / Probability theory / Machine learning / Cybernetics / Belief propagation / Algorithm / Cluster analysis / Markov random field / Statistics / Graphical models / Applied mathematics

Efficient Multi-Target Tracking Using Graphical Models by Zhexu (Michael) Chen S.B. in Electrical Engineering and Computer Science

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Source URL: ssg.mit.edu

Language: English - Date: 2012-02-01 13:34:51
900Applied mathematics / Bayesian statistics / Statistical models / Theoretical computer science / Algorithm / Mathematical logic / Belief propagation / Distributed algorithm / Graph theory / Mathematics / Statistics / Graphical models

Probabilistic Graphical Models: Distributed Inference and Learning Models with Small Feedback Vertex Sets by Ying Liu

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Source URL: ssg.mit.edu

Language: English - Date: 2014-06-19 14:35:07
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