Message Passing for Collective Graphical Models

Tao Sun, Daniel Sheldon, Akshat Kumar

Abstract: Collective graphical models (CGMs) are a formalism for inference and learning about a population of independent and identically distributed individuals when only noisy aggregate data are available....