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News/The Label Complexity of Class-Conditional Coverage under Distribution Shift
arxiv
PublishedJuly 21, 2026 at 4:00 AM

The Label Complexity of Class-Conditional Coverage under Distribution Shift

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arXiv:2607.18088v1 Announce Type: new Abstract: Standard evaluation of many recognition systems contains distribution shift by construction, since benchmarks place disjoint conditions in the training and test splits. Under such a shift, split conformal prediction keeps marginal coverage near the nom

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