Expectation propagation in linear regression models
Research training, Heriot-Watt University, School of Engineering and Physical Sciences, from 2021-09 to
CV
Education
- Ph.D. in Mathematics, City University of Hong Kong, 2023 till now
- M.S. in Computational Applied Mathematics, University of Edinburgh, 2020-2021
- B.S. in Mathematics and Applied Mathematics, Beihang University, 2016-2020
Work experience
- Spring 2021: Python data science teaching assistant
- NetEase Youdao, Hangzhou
- Duties included: Assist in the development of lecture slides and computer lab materials.
Skills
- Programming: Python, R, C
- Software & Tools: Matlab, Maple, LaTeX
Projects/Training
Modeling soccer scores by integrated nested Laplace approximation
Master dissertation, University of Edinburgh, School of Mathematics, from 2021-02 to 2021-08
Review of “New error bounds for deep ReLU networks using sparse grids”
Course project, University of Edinburgh, School of Mathematics, 2021-03
Regression models in JAGS
Course project, University of Edinburgh, School of Mathematics, from 2020-11 to 2020-12
Individual seminar report: Off-the-grid sparse regularization
Research training, University of Edinburgh, School of Mathematics, 2020-11
Bernstein type problem for minimal hypersurfaces
Undergraduate dissertation, Beihang University, School of Mathematical Science, from 2020-02 to 2020-05
Rational solutions to an extended KP-like equation with symbolic computation
Course project, Beihang University, School of Mathematical Science, from 2019-10 to 2019-12
Awards
- Oct 2019
- Scholarship for Outstanding Performance for the 2018 - 2019 academic year, BUAA
- Oct 2018
- Scholarship for Outstanding Performance for the 2017 - 2018 academic year, BUAA
- Oct 2018
- The Mertit Student of Beihang University for the 2017 - 2018 academic year, BUAA