Proposes split conformal intervals with explicit marginal coverage guarantees for each tail separately, finite-sample under exchangeability and asymptotic otherwise.
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Conformal Prediction Intervals with Tail-Specific Guarantees
Proposes split conformal intervals with explicit marginal coverage guarantees for each tail separately, finite-sample under exchangeability and asymptotic otherwise.