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Graphical Models, Exponential Families, and Variational Inference

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Graphical Models, Exponential Families, and Variational Inference - Wainwright, Martin J, and Jordan, Michael I
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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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Graphical Models, Exponential Families, and Variational Inference 2008, Now Publishers, Norwell, MA

ISBN-13: 9781601981844

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