Introduces a set-preserving P2E calibrator for conformal prediction that improves efficiency and supports exact 1-alpha coverage in cross-conformal prediction and conformal aggregation.
Conformal prediction: A unified review of theory and new challenges
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Set-Preserving Calibration from Conformal P-Values to E-Values
Introduces a set-preserving P2E calibrator for conformal prediction that improves efficiency and supports exact 1-alpha coverage in cross-conformal prediction and conformal aggregation.