Bayesian Online Natural Gradient (BONG)

Matt Jones, Peter Chang, Kevin Murphy

We propose a novel approach to sequential Bayesian inference based on variational Bayes (VB). The key insight is that, in the online setting, we do not need to add the KL term to r…