Graphical Models, Exponential Families, and Variational Inference - Foundations and Trends® in Machine Learning - Martin J. Wainwright - Bøger - now publishers Inc - 9781601981844 - 16. december 2008
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Graphical Models, Exponential Families, and Variational Inference - Foundations and Trends® in Machine Learning

Martin J. Wainwright

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Graphical Models, Exponential Families, and Variational Inference - Foundations and Trends® in Machine Learning

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.

324 pages, black & white illustrations

Medie Bøger     Paperback Bog   (Bog med blødt omslag og limet ryg)
Udgivet 16. december 2008
ISBN13 9781601981844
Forlag now publishers Inc
Antal sider 324
Mål 234 × 157 × 20 mm   ·   453 g
Sprog Engelsk  

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