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Bennett, Paul N · 2010 · DOI 10.1145/1871437.1871677 · arXiv 1437.187167

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stat.ML · 2026-07-09 · accept · novelty 6.0

PPAT residualizes losses via a prediction-powered control variate inside LURE, yielding lower-variance unbiased risk estimates, tailored acquisition, and asymptotic CIs that cover with fewer labels.

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  • Prediction-Powered Active Testing stat.ML · 2026-07-09 · accept · none · ref 42

    PPAT residualizes losses via a prediction-powered control variate inside LURE, yielding lower-variance unbiased risk estimates, tailored acquisition, and asymptotic CIs that cover with fewer labels.