Graphical Models, Exponential Families, and Variational Inference

Graphical Models, Exponential Families, and Variational Inference

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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, a€œA 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
ISBN-13:

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