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PPI++: Efficient Prediction-Powered Inference

stat.ML · 2023-11-02 · unverdicted · novelty 6.0

PPI++ yields easy-to-compute confidence sets for any-dimensional parameters that always improve on classical intervals from labeled data alone by leveraging abundant ML predictions.

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  • PPI++: Efficient Prediction-Powered Inference stat.ML · 2023-11-02 · unverdicted · none · ref 10

    PPI++ yields easy-to-compute confidence sets for any-dimensional parameters that always improve on classical intervals from labeled data alone by leveraging abundant ML predictions.