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Dr. HE, Shuaida 何帥達

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)

Rm 207, Run Run Shaw Building

Research Interests

Machine Learning

High-dimensional Statistics

Privacy Protection

Publications

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.

  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).