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News/On the Burden of Achieving Fairness in Conformal Prediction
arxiv
PublishedMay 15, 2026 at 4:00 AM
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On the Burden of Achieving Fairness in Conformal Prediction

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arXiv:2605.14260v1 Announce Type: cross Abstract: Conformal prediction is often calibrated with a single pooled threshold, but this can hide cross-group heterogeneity in score distributions and distort group-wise coverage. We study this phenomenon through the population score distributions underlyin

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