Predictive variational inference: Learn the predictively optimal posterior distribution

arXiv:2410. 14843v4 Announce Type: replace Abstract: Vanilla variational inference finds an optimal approximation to the Bayesian posterior distribution, but even the exact Bayesian posterior is often not meaningful under model misspecification.