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This document discusses chordal graphs and their relationship to efficient representation and inference in graphical models. It defines chordal graphs as graphs where any cycle of four or more nodes has a chord. Markov chains and trees are provided as simple examples of chordal graphs. For a distribution to have both directed and undirected perfect map representations, its undirected graph must be chordal and its directed graph cannot gain edges during moralization.

Author

Adhesh

Language

EN