Yang Zhou, is now a lecturer in the Department of Mathematical Statistics, School of Statistics, Beijing Normal University. His research interests include high-dimensional and functional data analysis, statistical learning theory.

Education and Employment

2022-now Lecturer, School of Statistics, Beijing Normal University

2020-2022 Postdoc, School of Mathematical Science, Peking University

2014-2020 Ph.D., School of Mathematical Science, Beihang University

2010-2014 B.S., School of Mathematical Science, Beihang University

Publications ( # represents equal contributions，* represents corresponding author)

[1] Sun, Q.#, Zhou, Y.# and Huang, S.* (2025). Fast Rates of Exponential Cost Function, Statistical Papers, 66:51.

[2] Zhao, J., Zhou, Y. and Liu, Y.* (2024). Estimation of Linear Functionals in High-Dimensional Linear Models: From Sparsity to Nonsparsity, Journal of the American Statistical Association, 119(546): 1579-1591.

[3] Zhou, Y., Koudstaal, M., Yu, D., Kong, D. and Yao, F.* (2022). Nonparametric Principal Subspace Regression, Journal of Machine Learning Research, 23, 1-28.

[4] Zhou, Y. and Chen, D. R.* (2020). The Optimal Rate of Canonical Correlation Analysis for Stochastic Processes, Journal of Statistical Planning and Inference, 207, 276-287.

[5] Zhou, Y. and Chen, D. R.* (2020). Optimal Rate for Prediction When Predictor and Response are Functions, Analysis and Applications, 18, 697-714.

[6] Zhou, Y., Chen, D. R.* and Huang, W. (2019). A Class of Optimal Estimators for the Covariance Operator in Reproducing Kernel Hilbert Spaces, Journal of Multivariate Analysis, 169, 166-178.

Projects

[1] The National Nature Science Foundation of China (No. 12401334), 2025.01-2027.12, PI

[2] The National Nature Science Foundation of China (No. 11971048), 2020.01-2023.12, Participant

[3] China Postdoctoral Science Foundation (Special Program, No. 2020TQ0014), 2020-22, PI

[4] China Postdoctoral Science Foundation (General Program, No. 2020M680226), 2020-22, PI

Contact Information

Affiliation: School of Statistics, Beijing Normal University

Address: Room 212, 19 XinJieKouWai St, Haidian Dist, Beijing 100875, China

Email: bnu_zhouy@bnu.edu.cn