Conformal prediction across scales: Finite-sample coverage with hierarchical efficiency
We propose a multi-scale extension of conformal prediction, an approach that constructs prediction sets with finite-sample coverage guarantees under minimal statistical assumptions. Classic conformal prediction relies on a single notion of “conformity” overlooking the multi-level structures that ari...
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| Glavni autori: | , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
Elsevier
2025-05-01
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| Serija: | Results in Applied Mathematics |
| Teme: | |
| Online pristup: | http://www.sciencedirect.com/science/article/pii/S2590037425000536 |
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