cs.LG, stat.ME, stat.ML

Predictive variational inference: Learn the predictively optimal posterior distribution

arXiv:2410.14843v3 Announce Type: replace-cross
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. …