General Book Search for "9781601981844"

Graphical Models, Exponential Families, and Variational Inference

Paperback
Published : Monday 15 December 2008
ISBN : 9781601981844
Price : €125.19


Description

Working with exponential family representations, and exploiting the conjugate duality between the cumulant function and the entropy for exponential families, this book develops general variational representations of the problems of computing likelihoods, marginal probabilities and most probable configurations.



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