Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows

Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte +1

In inverse problems, we often have access to data consisting of paired samples $(x,y)\sim p_{X,Y}(x,y)$ where $y$ are partial observations of a physical system, and $x$ represents…