junction trees

(2.4 hours to learn)


The sum-product algorithm is a way of computing marginals in a tree-structured graphical model. The junction tree algorithm generalizes this to arbitrary graphs by grouping together variables into cliques, such that the cliques form a tree.


This concept has the prerequisites:

Core resources (read/watch one of the following)



Supplemental resources (the following are optional, but you may find them useful)


See also

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