Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling

Peter Hooper, Yasin Abbasi-Yadkori, Russell Greiner +1

A Bayesian belief network models a joint distribution with an directed acyclic graph representing dependencies among variables and network parameters characterizing conditional dis…