Characterizing the Separability Gap in Prior-Data Fitted Networks

Julius Kobialka, Manuel Hülskamp, Thomas Nagler +1

Prior-data fitted networks (PFNs) are transformers pretrained on simulated datasets to approximate Bayesian posterior predictive distributions. Standard PFN theory assumes a separa…