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


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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

Medij Knjige     Paperback Book   (Knjiga z mehkimi platnicami in lepljenim hrbtom)
Izdano 16. decembra 2008
ISBN13 9781601981844
Založniki now publishers Inc
Strani 324
Dimenzije 234 × 157 × 20 mm   ·   453 g
Jezik Angleščina  

Več od istega **izdajatelja**