Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations

Chengkun Li, Bobby Huggins, Petrus Mikkola +1

Bayesian inference with computationally expensive likelihood evaluations remains a significant challenge in many scientific domains. We propose normalizing flow regression (NFR), a…