Publications
Two-Sample Distribution Tests in High Dimensions via Max-Sliced Wasserstein Distance and Bootstrapping
Xiaoyu Hu, Zhenhua Lin
Biometrika.
Transfer Learning Meets Functional Linear Regression: No Negative Transfer under Posterior Drift
Xiaoyu Hu, Zhenhua Lin
AAAI 2025.
A Two-Sample Conditional Distribution Test Using Conformal Prediction and Weighted Rank Sum
Xiaoyu Hu, Jing Lei
Journal of the American Statistical Association, 119(546), 1136-1154, 2024.
Dynamic Principal Component Analysis in High Dimensions
Xiaoyu Hu, Fang Yao
Journal of the American Statistical Association, 119(545), 308-319, 2024.
Sparse Functional Principal Component Analysis in High Dimensions
Xiaoyu Hu, Fang Yao
Statistica Sinica, 32(4): 1939-1960, 2022.
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