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Replicable Conformal Prediction

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.23638v1 Announce Type: new Abstract: Two analysts who calibrate the same predictive model on independent samples will deploy different prediction sets every time, because the calibration threshold inherits the randomness of the data. Wherever deployments must be audited, cached, or appro…

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  1. 2026-08-26 04:00 · arXiv stat.ML
    Replicable Conformal Prediction

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