What is recorded here?
Constructs randomized cumulative-probability conformity scores and calibrates them with split, cross-validation+ or jackknife+ techniques to adapt categorical prediction sets to model uncertainty.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Exact finite-sample marginal validity requires the stated exchangeability/symmetric-fitting conditions and differs across split/CV+ variants. Oracle conditional optimality is not unconditional finite-sample conditional coverage. First two authors explicitly equal.
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People and systems
Yaniv Romano; Matteo Sesia; Emmanuel J. Candès
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
Adaptive classification conformity scores with split/CV+ calibration
Constructs randomized cumulative-probability conformity scores and calibrates them with split, cross-validation+ or jackknife+ techniques to adapt categorical prediction sets to model uncertainty.
Scientific scope
Exact finite-sample marginal validity requires the stated exchangeability/symmetric-fitting conditions and differs across split/CV+ variants. Oracle conditional optimality is not unconditional finite-sample conditional coverage. First two authors explicitly equal.
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
Yaniv Romano; Matteo Sesia; Emmanuel J. Candès
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.