Inference, Sampling, and Learning in Copula Cumulative Distribution Networks

Stefan Douglas Webb

The cumulative distribution network (CDN) is a recently developed class of probabilistic graphical models (PGMs) permitting a copula factorization, in which the CDF, rather than th…