Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models

Daniela de Albuquerque, John Pearson

Beyond estimating parameters of interest from data, one of the key goals of statistical inference is to properly quantify uncertainty in these estimates. In Bayesian inference, thi…