Surrogate-Powered Inference: Regularization and Adaptivity

Jianmin Chen, Huiyuan Wang, Thomas Lumley +2

High-quality labeled data are essential for reliable statistical inference, but are often limited by validation costs. While surrogate labels provide cost-effective alternatives, t…