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L. Lindemann

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#machine learning Preprint Aug 2026

A Unified Perspective on Conformal Prediction and Wasserstein Distributionally Robust Optimization for Uncertainty Quantification

A unified probabilistic perspective on CP and DRO is developed by viewing both as ways to turn finite calibration data into a data-dependent quantile estimator that a test score falls below with high probability.

Kehan Long, Yiqi Zhao, Pol Mestres et al. · 0 citations