Uncertainty Quantification for Prior-Data Fitted Networks using Martingale Posteriors

Thomas Nagler, David Rügamer

Prior-data fitted networks (PFNs) have emerged as promising foundation models for prediction from tabular datasets, achieving state-of-the-art performance on small to moderate data…