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stat.ME2026
Transfer Learning for Robust Structured Regression with Bi-level Source Detection
Haoming Shi, Yang Feng, Xiaoqian Liu
High-dimensional data in modern applications, such as COVID-19 mortality, often span multiple domains. Leveraging auxiliary information from source domains to improve performance i…
stat.ME2025
Robust Spatiotemporal Epidemic Modeling with Integrated Adaptive Outlier Detection
Haoming Shi, Shan Yu, Eric C. Chi
In epidemic modeling, outliers can distort parameter estimation and ultimately lead to misguided public health decisions. Although there are existing robust methods that can mitiga…