Graphical Models Exponential Families And Variational Inference

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Graphical Models, Exponential Families, and Variational Inference

Graphical Models, Exponential Families, and Variational Inference
Author :
Publisher : Now Publishers Inc
Total Pages : 324
Release :
ISBN-10 : 9781601981844
ISBN-13 : 1601981848
Rating : 4/5 (848 Downloads)
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Book Synopsis Graphical Models, Exponential Families, and Variational Inference by : Martin J. Wainwright

Download or read book Graphical Models, Exponential Families, and Variational Inference written by Martin J. Wainwright and published by Now Publishers Inc. This book was released on 2008 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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