Neural Variational Cut Posteriors without Upstream Data

Jiafang Song, Sandipan Pramanik, Abhirup Datta

In many applications, one must propagate parameter uncertainty from an earlier (upstream) analysis, available as samples, to subsequent (downstream) analyses without feedback. This…