What is recorded here?
Weights conformity-score quantiles by test-to-training covariate likelihood ratios, extending prediction coverage to a covariate-shift and weighted-exchangeability setting.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Exact theorem requires unchanged conditionalY|X, absolute continuity and correct density-ratio weights; estimated ratios do not inherit exact validity automatically. Not arbitrary concept/label shift or pointwise conditional coverage. Existing conformal and importance weighting are inherited.
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People and systems
Rina Foygel Barber; Emmanuel J. Candès; Aaditya Ramdas; Ryan J. Tibshirani
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Weighted conformal prediction under covariate shift
Weights conformity-score quantiles by test-to-training covariate likelihood ratios, extending prediction coverage to a covariate-shift and weighted-exchangeability setting.
Scientific scope
Exact theorem requires unchanged conditionalY|X, absolute continuity and correct density-ratio weights; estimated ratios do not inherit exact validity automatically. Not arbitrary concept/label shift or pointwise conditional coverage. Existing conformal and importance weighting are inherited.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Rina Foygel Barber; Emmanuel J. Candès; Aaditya Ramdas; Ryan J. Tibshirani
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.