Surrogate-Powered Inference: Regularization and Adaptivity

Published in JASA, 2026

Recommended citation: Jianmin Chen, Huiyuan Wang, Thomas Lumley, Xiaowu Dai, and Yong Chen. "Surrogate-Powered Inference: Regularization and Adaptivity." Journal of the American Statistical Association: Applications and Case Studies (Moderate Revision), 2026+. https://arxiv.org/abs/2512.21826