Theses most similar to Probabilistic graphical models : distributed inference and learning models with small feedback vertex sets (Computer Science, fl. 2014-; 2014) read it
Aspects of inference for the Influence Model and related graphical models
Jammalamadaka, Arvind K. (Arvind Kumar), 1981- (2004)
- Advisor: George C. Verghese
- Department of Electrical Engineering and Computer Science
Inference in sensor networks : graphical models and particle methods
Ihler, Alexander T. (Alexander Thomas), 1976- (2005)
- Advisors: Alan S. Willsky; John W. Fisher, III
- Department of Electrical Engineering and Computer Science
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
Feedback message passing for inference in Gaussian graphical models
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- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisors: Alan S. Willsky; Antonio Torralba
- Department of Electrical Engineering and Computer Science
A nonparametric multiclass partitioning method for classification
Gelfand, Saul B. (Saul Brian) (1982)
- Advisor: Sanjoy K. Mitter
- Department of Electrical Engineering and Computer Science
Embedded trees : estimation of Gaussian processes on graphs with cycles
Sudderth, Erik B. (Erik Blaine), 1977- (2002)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
Stochastic processes on graphs with cycles : geometric and variational approaches
Wainwright, Martin J. (Martin James), 1973- (2002)
- Advisors: Alan S. Willsky; Jaakkola, Tommi S. (Tommi Sakari)
- Department of Electrical Engineering and Computer Science
- Advisor: Jonathan P. How
- Department of Aeronautics and Astronautics