Conformal e-prediction in the presence of confounding

Published 11 Mar 2026 in math.ST and cs.LG | (2603.11134v1)

Abstract: This note extends conformal e-prediction to cover the case where there is observed confounding between the random object $X$ and its label $Y$. We consider both the case where the observed data is IID and a case where some dependence between observations is permitted.

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