Introduces target-membership scores and Null-Calibrated Conformal Selection (NCCS) for finite-sample valid FDR control on non-mean-monotone targets.
Revamping conformal selection with optimal power: A Neyman–Pearson perspective
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
PH-CS produces a path of conformal selection sets with finite-sample post-hoc FDP estimates so users can maximize a utility balancing selection size and FDR after seeing data.
citing papers explorer
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Null-Calibrated Conformal Selection via Target-Membership Scores
Introduces target-membership scores and Null-Calibrated Conformal Selection (NCCS) for finite-sample valid FDR control on non-mean-monotone targets.
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Beyond Fixed False Discovery Rates: Post-Hoc Conformal Selection with E-Variables
PH-CS produces a path of conformal selection sets with finite-sample post-hoc FDP estimates so users can maximize a utility balancing selection size and FDR after seeing data.