3 papers
stat.ME2026
Assessing Estimate of CATE from Observational Data via an RCT Study
Bosen Cui, Yuhong Yang
Conditional average treatment effects (CATEs) are increasingly estimated from observational data and used to guide policy and individualized treatment decisions. Before such estima…
stat.ME2026
Combining pre-trained models via localized model averaging
Ziwen Gao, Baihua He, Yuhong Yang
Many pre-trained models (PTMs) are available in modern applications. Because different PTMs are often trained on different datasets, their performances can vary substantially for d…
math.ST2025
On a synergistic learning phenomenon in nonparametric domain adaptation
Ling Zhou, Yuhong Yang
Consider nonparametric domain adaptation for regression, which assumes the same conditional distribution of the response given the covariates but different marginal distributions o…