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1 paper

stat.ML2026

CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression

Luben M. C. Cabezas, Sabina J. Sloman, Bruno M. Resende +3

Conformal prediction delivers prediction intervals with distribution-free coverage, but its intervals can look overconfident in regions where the model is extrapolating, because st…