Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation

Song Liu, John A. Quinn, Michael U. Gutmann +2

We propose a new method for detecting changes in Markov network structure between two sets of samples. Instead of naively fitting two Markov network models separately to the two da…