Tuukka Korhonen

Structural perspective on constraint-based learning of Markov networks

Markov networks are probabilistic graphical models that employ undirected graphs to depict conditional independence relationships among variables. Our focus lies in constraint-based structure learning, which entails learning the undirected graph from data through the execution of conditional indepen…