Author

D. Kurowicka

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Preprint Sep 2026

Retrieving predictive densities from conformal predictive distributions

Conformal prediction intervals are used to construct marginally well-calibrated regions around point predictions. Recent work has focused on extending these ideas to conformal predictive distributions, whose marginal probability integral transform (PIT) follows a Unif[0, 1] distribution. In this work, we investigate ho...

Dan Andrei Tudor, D. Kurowicka, Balint Negyesi et al. · 0 citations