Inferential Evaluation of Surrogate-Derived Models under Covariate Shift

Longtian Shi, Molei Liu, Doudou Zhou

In transfer-learning settings, a model derived from abundant surrogate labels may be deployed in a target population where gold-standard outcomes are unobserved. Evaluating its tar…