Conformal Prediction and Conditional Coverage for Tabular Foundation Models

Sungwoo Park, Sunghee Park, Won Chang

Tabular foundation models (TFMs) provide predictive distributions for regression, but their prediction regions can exhibit undercoverage or overcoverage even when point predictions…