Maximum a Posteriori Inference of Random Dot Product Graphs via Conic Programming

David Wu, David R. Palmer, Daryl R. Deford

We present a convex cone program to infer the latent probability matrix of a random dot product graph (RDPG). The optimization problem maximizes the Bernoulli maximum likelihood fu…