MATH 4998-9 Mathematical Science Project I & II

Supervisor Title
Prof. Cheng, Ming-Yen Two-sample tests for high-dimensional data
Prof. Cheng, Ming-Yen Goodness-of-fit hypothesis testing
Prof. Chiu, Sung Nok Geometrical identification of the epicenter of a pandemic outbreak
Dr. Choi, Pui Wah Option Pricing Models
Dr. Choi, Pui Wah Optimisation in real life
Dr. Fan, Jun Statistical inference via stochastic gradient descent
Dr. Fan, Jun Robust supervised learning without a variance
Dr. Hon, Sean Preconditioning for time-dependent PDE problems
Dr. Hon, Sean Multigrid Methods for time-dependent PDE problems
Dr. Hou, Liangshao Self-consistent field iteration for trace-ratio structure optimization
Dr. Hou, Liangshao Generalized gradient flow for orthogonality constraint optimization
Dr. Hou, Liangshao Progressive hedging algorithm for multistage stochastic optimization
Dr. Hou, Liangshao Nonnegative matrix factorization in data science
Dr. Lam, Kei Fong Andrew Image processing and analysis with filters
Dr. Lam, Kei Fong Andrew Survey of mathematical methods in Data mining
Dr. Lam, Kei Fong Andrew Exploring the finite element method for solving partial differential equations (PDEs)
Dr. Lau, Shek Kwan Mark Predicting Winners of NBA Skills Challenges: Data Analytic Approach
Dr. Lau, Shek Kwan Mark Predicting Winners of NBA Three-Point Contests: Data Analytic Approach
Dr. Lei, Yunwen Stochastic Optimization for Pairwise Learning
Dr. Lei, Yunwen Machine Learning Theory via Rademacher Complexity
Dr. Lei, Yunwen Differentially Private Stochastic Gradient Descent
Dr. Lei, Yunwen Stability and Generalization of Stochastic Gradient Descent
Dr. Liao, Ching-Jou Cracking the game/paradox of probability problem I
Dr. Liao, Ching-Jou Cracking the game/paradox of probability problems III
Dr. Liao, Ching-Jou Cracking the game/paradox of probability problem II
Prof. Ling, Leevan Experiential Math Learning II
Prof. Ling, Leevan Experiential Math Learning I
Dr. Liu, Hao Learning Partial Differential Equations
Dr. Liu, Hao Numerical algorithms in image processing
Dr. Liu, Kwong Ip Generating chord sequences of songs by Hidden Markov Models
Dr. Liu, Kwong Ip Generating chord sequences of songs by Artificial Neural Networks
Dr. Luo, Dehui Application of statistical models in real data analysis
Dr. Luo, Dehui Statistical learning in meta-analysis
Dr. Pang, Amy Reading project in pure mathematics I
Dr. Pang, Amy Reading project in pure mathematics II
Dr. Peng, Heng Statistical Analysis for Hong Kong Financial Time Series Data
Dr. Peng, Heng Applications of Multivariate Statistical Methods in Hong Kong Economic Data
Dr. Sun, Pak Kiu Ancient and Modern Cryptography
Dr. Sun, Pak Kiu Four Colour Theorem and other colourings
Prof. Tong, Tiejun Ranking the greatest NBA players using some newly introduced indices with cutting-edge statistical analysis III
Prof. Tong, Tiejun Ranking the greatest NBA players using some newly introduced indices with cutting-edge statistical analysis II
Prof. Tong, Tiejun Ranking the greatest NBA players using some newly introduced indices with cutting-edge statistical analysis I
Dr. Wu, Tian Penalized regression model and its application II
Dr. Wu, Tian Linear mixed model and its application II
Dr. Wu, Tian Penalized regression model and its application I
Dr. Wu, Tian Linear mixed model and its application I
Prof. Xu, Yi Da Application of Bayesian Non-parametric
Prof. Xu, Yi Da Theoretical Analysis of Neural Networks
Prof. Xu, Yi Da Advanced Data Mining Algorithm and Application
Dr. Yao, Shunan Two sample testing in high dimensional problem
Dr. Yao, Shunan Algorithmic fairness in machine learning
Dr. Zhou, Le Comparison of prediction algorithms
Dr. Zhou, Le Survey of coordinatewise Gaussianization
Dr. Zhou, Le Survey of covariance and precision matrix estimation
Dr. Zhou, Le Study of minimax theory
Note : This project selection is maintained by Alex.