Reconsidering Dependency Networks from an Information Geometry Perspective

Kazuya Takabatake, Shotaro Akaho

Dependency networks (Heckerman et al., 2000) provide a flexible framework for modeling complex systems with many variables by combining independently learned local conditional dist…