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[Wiley Series in Probability and Statistics] Bayesian Networks (An Introduction) || Graphical Models and Probabilistic Reasoning

โœ Scribed by Koski, Timo; Noble, John M.


Publisher
Wiley
Year
2009
Weight
686 KB
Category
Article
ISBN
047068402X

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[Wiley Series in Probability and Statist
โœ Koski, Timo; Noble, John M. ๐Ÿ“‚ Article ๐Ÿ“… 2009 ๐Ÿ› Wiley โš– 628 KB

This chapter introduces exponential families of distributions, focusing on links with convex analysis and specifically with the theory of conjugate duality. This is then applied to updating the probability distribution in a graphical model in the light of new information. One of the key features of