Gabriel Sargent

Prediction-Powered Adaptive Inference with Pretrained AI Models for Contextual Bandits

In adaptive experiments, statistical inference is essential for reliable decision-making and scientific discovery. Often in these settings, collecting labeled data is expensive, but decision-makers have access to large unlabeled datasets and strong pretrained AI models that can generate outcome pred…