David T. Frazier

Bagged Martingale Posteriors: Calibrated Uncertainty Quantification for Predictive Resampling

Martingale posteriors and related predictive resampling methods replace the likelihood--prior pair used within Bayesian inference with a predictive model for future observations. These methods are simple to implement and increasingly popular due to their computational efficiency, but little is known about their ability...