HE, Shuaida
Postdoctoral Fellow B.Eng. in Telecommunications Engineering (Beijing University of Posts and Telecommunications) M.Sc in Applied Statistics (Lanzhou University) Ph.D in Mathematics (Southern University of Science and Technology)   Office : Rm 207, Run Run Shaw Building Email : sdhe@hku.hk

Machine learning, High-dimensional statistics, Privacy protection

Selected Publications

1. Shuaida He, Zhouping Li, and Xinwei Liu. An improved GEV boosting model for imbalanced classification with application to short-term rainfall forecasting. Journal of Hydrology, 2023.

2. Xin Chen, Chang Deng, Shuaida He, Runxiong Wu, and Jia Zhang. High-dimensional sparse single-index regression via Hilbert-Schmidt independence criterion. Statistics and Computing, 2024.

3. Shuaida He, Jiarui Zhang, and Xin Chen. Robust direction estimation in single-index models via cumulative divergence. Computational Statistics and Data Analysis, 2025.

Pre-prints

1. Shuaida He, Jiarui Zhang, and Xin Chen. Differentially private sliced inverse regression in the federated paradigm, 2023 (arXiv:2306.06324).

2. Shuaida He, Jiaqi Li, and Xin Chen. Non-Euclidean object filtering for large-scale discriminant analysis, 2024 (arXiv:2403.12624).