image

Figure 18.11 Venn diagram depicting the set of all probability distributions image over a given set of variables, and the sets of probability distributions image and image for which some BN or some MN are a perfect map, respectively.

1.18.3.3 Factor graphs (FGs)

As last type of probabilistic model representation we introduce factor graphs (FGs) which explicitly ...

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