Author

Aditya T. Vadlamani

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#machine learning Preprint Sep 2026

Transfer Calibrated Prediction Powered Inference

This work proposes Transfer Calibrated Prediction-Powered Prediction-Powered Inference (TC-PPI), adapting the source-domain predictor to the target domain using gold-standard samples through cross-fitting, and develops a jointly tuned cross-fit estimator that maintains unbiasedness and is simultaneously at least as eff...

Aditya T. Vadlamani, Jae Ho Chang, Srinivasan Parthasarathy et al. · 0 citations