Reconsidering Dependency Networks from an Information Geometry Perspective

Kazuya Takabatake, Shotaro Akaho

Dependency networks (Heckerman et al., 2000) are potential probabilistic graphical models for systems comprising a large number of variables. Like Bayesian networks, the structure…