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20232026
most citedDistribution-free risk assessment of regression-based machine learning algorithms

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cs.LG2026

Backward Conformal Prediction under Covariate Shift

Amin Meghrazi, Yuanyuan Li

Backward conformal prediction (BCP) fixes the size of a prediction set and estimates its miscoverage, but assumes calibration and test data are exchangeable. We extend BCP to covar…