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Bayesian time series models and scalable inference (2014) read it
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
- 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
- Advisor: Michael I. Jordan
- 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
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: John W. Fisher III
- Department of Electrical Engineering and Computer Science
- Advisor: Jonathan P. How
- 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
- Advisor: Jonathan P. How
- Department of Aeronautics and Astronautics