383-Fall11-Lec14-page31 - independence relations SpeciFes...

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31 Summary Bayesian network: Directed acyclic graph whose nodes correspond to r.v.s; each note has a conditional distribution for its values given its parents. Provides a concise way to represent conditional
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Unformatted text preview: independence relations SpeciFes the full joint distribution Often exponentially smaller than explicit representation of the joint distribution...
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