Partial Causal Structure Learning for Valid Selective Conformal Inference under Interventions

Amir Asiaee, Kavey Aryan, James P. Long

Selective conformal prediction can yield substantially tighter uncertainty sets when we can identify calibration examples that are exchangeable with the test example. In interventi…