Distributed parameter estimation of discrete hierarchical models via marginal likelihoods

Helene Massam, Nanwei Wang

We consider discrete graphical models Markov with respect to a graph $G$ and propose two distributed marginal methods to estimate the maximum likelihood estimate of the canonical p…