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Conformal Prediction via Transported Beta Laws

Ramos, Thiago R. et al.
arXiv (All) · Papers
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methodology
Split conformal prediction provides finite-sample marginal coverage under exchangeability, but this guarantee averages over the random calibration sample. We study instead the law of the calibration-conditional coverage induced by a realized conformal threshold. In the continuous i.i.d. setting this
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