
Recently, I figured out I didn't understand two simple things about MRFs:When we are talking about MRF factorization, in the formulation of the likelihoodshould we consider all the cliques in the network or only maximal ones?Generally, why do we have a right to factorize the likelihood this way?I asked some folks, and it turned out that nobody understood this basic property clearly (In spite of Dmitry...