Theses most similar to those of author Malioutov, Dmitry M., 1981-
Approximate inference in Gaussian graphical models (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
A sparse signal reconstruction perspective for source localization with sensor arrays (2003) read it
Spatially adaptive multiwavelet representations on unstructured grids with applications to multidimensional computational modeling
Castrillón Candás, Julio E. (Julio Enrique) (2001)
- Advisor: Kevin S. Amaratunga
- Department of Electrical Engineering and Computer Science
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisors:
- Department of Electrical Engineering and Computer Science
- Advisor: Vivek K. Goyal
- Department of Electrical Engineering and Computer Science
A linear prediction approach to two-dimensional spectral factorization and spectral estimation.
Marzetta, Thomas Louis (1978)
- Advisor: Arthur B. Baggeroer
- Department of Electrical Engineering and Computer Science
- Advisors:
- Department of Electrical Engineering and Computer Science
- Advisors:
- Department of Electrical Engineering and Computer Science
- Advisors: Jeffrey H. Shapiro; Leslie M. Nova
- Department of Electrical Engineering and Computer Science
- Advisors:
- Department of Electrical Engineering and Computer Science
- Advisor: James H. McClellan
- Department of Electrical Engineering