arXiv stat.ML
· Papers
Predictively Oriented Posteriors
arXiv:2510.01915v3 Announce Type: replace-cross Abstract: We advocate for a new statistical principle that combines the most desirable aspects of both parameter inference and density estimation. This leads us to the predictively oriented (PrO) posterior, which expresses uncertainty as a consequence of predictive abilit