Lam Chi Thanh
I'm a fourth-year Ph.D. student in the Department of Computer Science, National University of Singapore. I am fortunate to be advised by Assoc. Prof. Bryan Kian Hsiang Low from NUS and Prof. Patrick Jaillet from MIT. Prior to that, I obtained my Bachelor's degree in Computer Science from the National University of Singapore.
I am interested in probabilistic machine learning, Gaussian processes, and reinforcement learning. You can reach out to me at lamchithanh1997@gmail.com and find my CV here.
Education
Ph.D. in Computer Science, 2019 - present
National University of Singapore
Visiting Graduate Student, 2022
Massachusetts Institute of Technology
Bachelor of Computing in Computer Science, 2015 - 2019
National University of Singapore
Preprint
Order-Optimal Error Bounds for Noisy Kernel-Based Bayesian Quadrature
Xu Cai*, Thanh Lam*, Jonathan Scarlett
Arxiv preprintImplicit regularization via Spectral Neural Networks and non-linear matrix sensing
Subhroshekhar Ghosh, Thanh Lam, Soumendu Sundar Mukherjee (alphabetical order)
In submission.
2023
Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation
Thanh Lam, Arun Verma, Bryan Kian Hsiang Low, and Patrick Jaillet
Proceedings of the 11th International Conference on Learning Representations (ICLR-23)
2021
Model Fusion for Personalized Learning
Thanh Lam*, Nghia Hoang*, Bryan Kian Hsiang Low, and Patrick Jaillet
Proceedings of the 38th International Conference on Machine Learning (ICML-21)
2020
Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion
Nghia Hoang*, Thanh Lam*, Bryan Kian Hsiang Low, and Patrick Jaillet
Proceedings of the 37th International Conference on Machine Learning (ICML-20)
(*) Equal contribution.
Awards and Honors
Singapore-MIT Alliance for Research and Technology (SMART) Graduate Fellowship, July 2019.
Research Achievement Award, School of Computing, July 2020.
Honor List of Student Tutors for Excellence in Teaching, January 2021.
Dean's List, School of Computing, Academic Year 2018/2019 Semester 2.
ASEAN Undergraduate Scholarship, July 2015.