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Our extreme conformal\nprocedure bridges extreme value statistics and conformal\nprediction to provide reliable and informative prediction\nintervals with high-confidence coverage, which can be\nconstructed using any black-box extreme quantile regression\nmethod. A weighted version of the approach can account for\nnonstationary data. 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