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Minimum Volume Optimal Transport for Multivariate Conformal Prediction

Zhang, Chuchen et al.
arXiv (All) · Papers
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Optimal transport (OT) enables multivariate conformal prediction (CP) to construct flexible prediction sets that reflect the underlying complex distributional geometry while retaining distribution-free coverage guarantees. Existing OT-based methods typically rely on a fixed Euclidean transport cost,
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