Draft:Lucas Vinh Tran
 | This article is an autobiography or has been extensively edited by the subject or by someone connected to the subject. (August 2024) |
Lucas Vinh Tran is a Singaporean computer scientist with research interests include (geometric) deep learning, differentiable generative models and high-dimensional statistics. In general, he is broadly interested in representation learning (Euclidean and non-Euclidean representation); especially in the applications of personalization and recommender systems (personalized and group recommendation).
He is a Director of AI/ML at JPMorganChase; was previously a research scientist at Apple Inc., affiliated with Agency for Science, Technology and Research (A*STAR), and also an adjunct faculty of computer science at Singapore Institute of Technology (SIT).
Education and Career
[edit]Lucas earned his Ph.D. in Computer Sciences in 2020 at the Nanyang Technological University (NTU). His dissertation, Representation Learning for Recommender Systems,[1] was supervised by Gao Cong,[2] and Xiaoli Li;[3] in which, he was also honored with the Best Paper Award Runner-Up [4][5] in the top Web Analytics conference, for his contribution to the field.
References
[edit]- ^ Lucas, Vinh Tran (2020), "Lucas Vinh Tran", Representation Learning for Recommender Systems, Nanyang Technological University, doi:10.32657/10356/145694, hdl:10356/145694
- ^ "Gao Cong", Professor, Nanyang Technological University
- ^ "Xiaoli Li", Department Head, Adjunct Professor, A*STAR, retrieved 2024-08-23
- ^ NTU Best Paper Award Runner-Up), College of Computing and Data Science, March 27, 2020, retrieved 2024-08-23
- ^ The 13th ACM International WSDM Conference (WSDM 2020), International Conference on Web Search and Data Mining Conference, February 3–7, 2020, retrieved 2024-08-23
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External links
[edit]- Personal Website
- Lucas Vinh Tran publications indexed by Google Scholar