Robust Conditional Conformal Prediction via Branched Normalizing Flow

Rui Xu, Xingyuan Chen, Wenxing Huang +4

Conformal prediction (CP) constructs prediction sets with marginal coverage guarantees under the assumption that the calibration and test distributions are identical. However, unde…