2 papers
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
Semi-supervised learning using copula-based regression and model averaging
Ziwen Gao, Huihang Liu, Xinyu Zhang
The available data in semi-supervised learning usually consists of relatively small sized labeled data and much larger sized unlabeled data. How to effectively exploit unlabeled da…