2026
Predictive variational inference: Learn the predictively optimal posterior distribution
ICML 2026poster
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. We propose predictive variational inference (PVI): a general inference framework that seeks and samples fro…