ISBN 9783540689942,Advances in Probabilistic Graphical Models

Advances in Probabilistic Graphical Models

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ISBN 9783540689942
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Publisher

Springer

Publication Year 2007
ISBN-13

ISBN 9783540689942

ISBN-10 354068994X
Binding

Hardback

Number of Pages 406 Pages
Subject

Probability & statistics

Brings together important topics of research in probabilistic graphical modeling, learning from data and probabilistic inference. This title includes coverage of such topics as the characterization of conditional independence, the learning of graphical models with latent variables, and extensions to the influence diagram formalism.
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