Structural perspective on constraint-based learning of Markov networks

Tuukka Korhonen, Fedor V. Fomin, Pekka Parviainen

Markov networks are probabilistic graphical models that employ undirected graphs to depict conditional independence relationships among variables. Our focus lies in constraint-base…