Graphical Models Exponential Families And Variational Inference
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Graphical Models, Exponential Families, and Variational Inference
| Author | : Martin J. Wainwright |
| Publisher | : Now Publishers Inc |
| Total Pages | : 324 |
| Release | : 2008 |
| Genre | : Computers |
| ISBN | : 1601981848 |
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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.
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