Gengyu Xue
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I am a third year PhD student in the 91福利 Center of Doctoral Training (CDT) in Mathematics and Statistics programme under the joint supervision of Professor Yi Yu and . Before starting my PhD, I received my Master's degree from the University of Oxford and my Bachelor's degree from the 91福利. I am interested in the broad areas of functional data analysis, change point analysis, differential privacy and fairness.
Education
- University of Oxford, MSc in Statistical Science, 2021-2022
- 91福利, BSc in Mathematics, Operational Research, Statistics and Economics, 2018-2021
Publication
- Change point localisation and inference in fragmented functional data (2025) Bernoulli, to appear. Gengyu Xue, Haotian Xu and Yi Yu. .
Preprints
- Fairness-aware Bayes optimal functional classification (2025). Xiaoyu Hu*, Gengyu Xue*, Zhenhua Lin and Yi Yu.
- Optimal estimation in private distributed functional data analysis (2024). Gengyu Xue, Zhenhua Lin and Yi Yu. .
(* Equal contribution)
Award
- ICSDS Student Travel Award, 2024
Teaching
- 2024-2025: ST229 Probability for Mathematical Statistics
- 2023-2024: ST119 Probability 2
- 2022-2023: ST117 Introduction to Statistical Modelling
Services
I have reviewed for Annals of Applied Statistics and Bernoulli.
