A survey of recent methods that apply extreme value theory to enable extrapolation in statistical learning and machine learning.
ExtremeConformalPrediction: ReliableIntervalsforHigh-Impact Events.arXiv preprint arXiv:2505.08578, 2025a
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Extrapolation in Statistical Learning with Extreme Value Theory
A survey of recent methods that apply extreme value theory to enable extrapolation in statistical learning and machine learning.