Structure Learning of Markov Random Fields through Grow-Shrink Maximum Pseudolikelihood Estimation

Yuya Takashina, Shuyo Nakatani, Masato Inoue

Learning the structure of Markov random fields (MRFs) plays an important role in multivariate analysis. The importance has been increasing with the recent rise of statistical relat…