New Study Establishes Finite-Sample Optimal Conformal Prediction Sets under Covariate Shift
A new arXiv paper studies conformal prediction under covariate shift with a known covariate density ratio, deriving prediction sets that minimize expected length in finite samples.
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- 2026-10-30 04:00 · arXiv stat.ML
Finite-Sample Optimal Conformal Prediction Sets under Covariate Shift