Log-concave density estimation in undirected graphical models

Kaie Kubjas, Olga Kuznetsova, Elina Robeva +2

We study the problem of maximum likelihood estimation of densities that are log-concave and lie in the graphical model corresponding to a given undirected graph $G$. We show that t…