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News/Conformalized Quantile Regression and Minimax Limits of Fixed-Score Calibration under Known Covariate Shift
arxiv
PublishedSeptember 22, 2026 at 4:00 AM

Conformalized Quantile Regression and Minimax Limits of Fixed-Score Calibration under Known Covariate Shift

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arXiv:2609.24929v1 Announce Type: cross Abstract: In this paper, we study nonasymptotic $L^p$ error bounds for interval length and conditional coverage in split conformalized quantile regression (CQR). Our bounds rely on local regularity conditions and accuracy guarantees for the estimated quantiles

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