Position: The Future of Bayesian Prediction Is Prior-Fitted

Samuel Müller, Arik Reuter, Noah Hollmann +2

Training neural networks on randomly generated artificial datasets yields Bayesian models that capture the prior defined by the dataset-generating distribution. Prior-data Fitted N…