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2 Graphical Models in a Nutshell

2 Graphical Models in a Nutshell

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perform inference in large networks. 2.1 Introduction Graphicalmodels[11,3,5,9,7]havebecome an extremely popular tool for mod- ... At a high level, our goal is to efficiently represent a joint distribution P over ... Common effect X →Z ←Y: active if and only if either Z or one of Z’s descendants is observed.

  Network, Distribution, Active

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