Graphical Models, Exponential Families, and Variational Inference
The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate statistical models in the exponential family.[33] H. Bodlaender, aA tourist guide through treewidth, a Acta Cybernetica, vol. ... propagation and linear programming decoding of LDPC codes, a in Proceedings of the Allerton Conference on Control, Communication and Computing, Monticelloanbsp;...
| Title | : | Graphical Models, Exponential Families, and Variational Inference |
| Author | : | Martin J. Wainwright, Michael I. Jordan |
| Publisher | : | Now Publishers Inc - 2008 |
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