Calibeating Prediction-Powered Inference
arXiv:2604.21260v1 Announce Type: new
Abstract: We study semisupervised mean estimation with a small labeled sample, a large unlabeled sample, and a black-box prediction model whose output may be miscalibrated. A standard approach in this setting is a…