Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs

Tom Yates, Yuzhou Cheng, Ignacio Alzugaray +3

Belief Propagation (BP) is a powerful algorithm for distributed inference in probabilistic graphical models, however it quickly becomes infeasible for practical compute and memory…