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Conformal Prediction under Exponential-Tilt Joint Shift

arXiv:2609.30886v1 Announce Type: new Abstract: Conformal prediction can lose coverage when the data distribution changes after deployment. We study adaptation using labeled source data and unlabeled target inputs, allowing both the input distribution and its relationship with outcomes to change. W…

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  1. 2026-09-28 04:00 · arXiv stat.ML
    Conformal Prediction under Exponential-Tilt Joint Shift

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