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arXiv stat.ML · Papers

Optimal Inference with Black-box Predictions

arXiv:2608.10155v1 Announce Type: cross Abstract: Powerful black-box predictive models have motivated many proposals for combining observed data with predictions to perform valid statistical inference. Despite this progress, the field lacks a unifying principle that explains how hypothesis tests should integrate data a