Theses most similar to those of author Wainwright, Martin J. (Martin James), 1973-
Stochastic processes on graphs with cycles : geometric and variational approaches (2002) 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
Stochastic realization theory for exact and approximate multiscale models
Tucker, Dewey S. (Dewey Stanton) (2005)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
Modeling and estimation in Gaussian graphical models : maximum-entropy methods and walk-sum analysis
Chandrasekaran, Venkat (2007)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisor: Alan S. Willsky
- 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
- Advisors: Alan S. Willsky; Antonio Torralba
- 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
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: Jonathan P. How
- Department of Aeronautics and Astronautics