Theses most similar to Approximate inference in Gaussian graphical models (Malioutov, Dmitry M., 1981-; 2008) read it
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
Convex relaxation methods for graphical models : Lagrangian and maximum entropy approaches
Johnson, Jason K. (Jason Kyle) (2008)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
Graphical models and message-passing algorithms for network-constrained decision problems
Kreidl, O. Patrick (2008)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisors: Alan S. Willsky; Antonio Torralba
- Department of Electrical Engineering and Computer Science
Large-deviation analysis and applications Of learning tree-structured graphical models
Tan, Vincent Yan Fu (2011)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
Probabilistic graphical models : distributed inference and learning models with small feedback vertex sets
Computer Science, fl. 2014-; Liu, Ying. Department of Electrical Engineerin (2014)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisor: Marzouk, Youssef M. (Youssef Mohamed)
- Department of Aeronautics and Astronautics
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
Graphical models for visual object recognition and tracking
Sudderth, Erik B. (Erik Blaine), 1977- (2006)
- Advisors: Alan S. Willsky; Freeman, William Tafel
- Department of Electrical Engineering and Computer Science