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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...