Predictive-Context LOO: Bayesian Model Comparison with Pretrained Predictive Learners

Hans Montcho, Maurizio Filippone

Leave-one-out (LOO) cross-validation, a standard tool for Bayesian model assessment, evaluates each observation using a LOO predictive distribution derived from the model itself. I…