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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…
stat.ME2024
Representation Transfer Learning for Semiparametric Regression
Baihua He, Huihang Liu, Xinyu Zhang +1
We propose a transfer learning method that utilizes data representations in a semiparametric regression model. Our aim is to perform statistical inference on the parameter of prima…