Avoiding Non-Integrable Beliefs in Expectation Propagation

Zilu Zhao, Jichao Chen, Dirk Slock

Expectation Propagation (EP) is a widely used iterative message-passing algorithm that decomposes a global inference problem into multiple local ones. It approximates marginal dist…