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News/Selection-Safe Conformal Early Exit: Distribution-Free Coverage under Adaptive Depth
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Selection-Safe Conformal Early Exit: Distribution-Free Coverage under Adaptive Depth

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arXiv:2610.20773v1 Announce Type: new Abstract: Calibrating a conformal prediction set at each early exit does not preserve coverage once a data-dependent exit is selected. We construct one terminal path score from prefix maxima, calibrate a single split-conformal quantile, and return nested prefix

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