CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates

TL;DR

We consider the problem of validating whether a neural posterior estimate $q(\theta \mid x)$ is an accurate approximation to the true, unknown true posterior $p(\theta \mid x)$…

Opening excerpt from the authors’ abstract. source