Xin Yee Lam

Dr. Xin Yee Lam is a Lecturer in the Department of Mathematics at the National University of Singapore (NUS). Her research focuses on optimization, data science, and machine learning, with applications in computational mathematics and financial risk modeling. She has contributed to advancements in decomposition methods for large-scale optimization problems and parallel algorithms for high-dimensional data analysis.

Her work spans convex programming, stochastic programming, and generalized distance-weighted discrimination. She has developed efficient algorithms for problems arising in financial networks and has published in top journals such as Computational Optimization and Applications and Journal of Computational and Graphical Statistics.

Dr. Lam’s research emphasizes practical applications of optimization techniques to real-world challenges, including liquidity risk stress testing and large-scale machine learning problems. Her methods often address computational efficiency and scalability for complex systems.