Name: Lan Yuting
Title: Associate Professor/Lecturer
Research Directions:Nonlinear Limit Theory, High-Dimensional Variable Selection Methods, Deep Learning Theory
Courses Taught: Mathematical Analysis I, Real Variable Functions, Advanced Probability Theory
E - mail: lan.yuting@mail.shufe.edu.cn; Phone:
研究项目
Serial Number | Project Name | Project Number | Project Source | Start and End Time | Project Funding |
1 | 2021 Pujiang Talent Program - Ultra-High Dimensional Feature Selection Methods and Interpretable Neural Network Models and Their Applications in Public Health and Other Fields | 2021140020 | Shanghai Pujiang Talent Program | 2021.10-2024.09 | 150,000 |
Research Field
Statistical Machine Learning, Nonlinear Probability Theory
Education Experience
2007-2011, Shandong University, School of Mathematics, Bachelor, Statistics;
2011-2016, Shandong University, Institute of Finance, Ph.D., Financial Mathematics and Financial Engineering
Work Experience
2016.07-Present Shanghai University of Finance and Economics School of Statistics and Data Science Lecturer
2019.03-2020.03 Northwestern University, USA Department of Statistics Postdoctoral Fellow
Research Achievement
1.Zhang, N., Jiang, W., Lan, Y. Conditional variable screening via ordinary least squares projection. arXiv:1910.11291.
2.Zhang, N., Jiang, W., Lan, Y. On the sure screening properties of iteratively sure independence screening algorithms. arXiv:1812.01367.
3. Lan Yuting, Feng Xinwei, Zhang Ning (2022). Law of Large Numbers for Arrays of Random Variables with Negative Association under Nonlinear Probabilistic Downside. Acta Mathematica. 65(6): 1105-1122.
4.Zhang, N., Lan, Y. (2020). A strong law of large numbers for independent random variables under non-additive probabilities. Communications in Statistics-Theory and Methods. 49(21): 5252-5272.
5. Lan Yuting, Feng Xinwei (2019). Logarithmic Law for Nonlinear Probabilistic Arrays of Intra-Negative Correlated Random Variables. Science in China - Mathematics. 49(8): 1087-1102.
6. Lan Yuting, Zhang Ning (2019). General Central Limit Theorem under Sublinear Expectation. Acta Mathematica Sinica. 62(4): 591-604.
7.Feng, X., Lan, Y (2019). Strong limit theorems for arrays of rowwise independent random variables under sublinear expectations. Acta Mathematica Hungarica. 159(1): 299-322.
8.Zhang, N, Lan, Y (2019). Rosenthal’s inequalities for asymptotically almost negatively associated random variables under upper expectations. Chinese Annals of Mathematics, Series B. 40(1): 117-130.
9. Lan Yuting, Zhang Ning (2018). Several Moment Inequalities Under Sublinear Expectations. Journal of Applied Mathematics. 41(2): 229-248.
10.Zong, G., Chen, Z.,Lan, Y (2016).Fubini-like theorem of real-valued Choquet integrals for set-valued mappings. International Journal of Uncertainty, Fuzziness and Knowledge-based System. 24(3): 387-403.
11.Chen, Z., Lan, Y, Zong, G. (2015). Strong law of large numbers for upper set-valued and fuzzy-set valued probability. Mathematical Control and Related Fields. 5(3): 435-452.
