John G. Ormerod

Moment Propagation

2022 · arXiv (Cornell University)

We introduce and develop moment propagation for approximate Bayesian inference. This method can be viewed as a variance correction for mean field variational Bayes which tends to underestimate posterior variances. Focusing on the case where …