Tam Le (Assistant Professor @ISM)
Research interests: Machine learning, optimal transport, kernel methods, geometric machine learning.
Contact
10-3 Midori-cho, Tachikawa, Tokyo 190-8562, Japan
Email: tam[at]ism.ac.jp (or lttam.vn[at]gmail.com)
Room: A506B. Access to ISM
My CV is here - Updated February, 2024.
News
23-Jan-2024, I will serve as Area Chair for ICML’24.
20-Jan-2024, Our paper, entitled “Optimal Transport for Measures with Noisy Tree Metric” has been accepted to AISTATS’24! This is joint work with Truyen Nguyen and Kenji Fukumizu.
16-Jan-2024, I give an invited talk at The Mathematics of Data program – Workshop on Optimal Transport and PDEs, IMS, NUS, Singapore. [SLIDE]
13-Jan-2024, Our paper on optimal transport for causal inference, entitled “Scalable Counterfactual Distribution Estimation in Multivariate Causal Models” has been accepted to CLeaR’24! This is joint work with Thong Pham, Shohei Shimizu and Hideitsu Hino.
24-Aug-2023, I will serve as Area Chair for AISTATS’24 and ICLR’24.
20-Apr-2023, Our paper, entitled “Dynamic Flows on Curved Space Generated by Labeled Data” has been accepted to IJCAI’23! This is joint work with Xinru Hua, Truyen Nguyen, Jose Blanchet, and Viet Anh Nguyen.
01-Apr-2023, Our proposal has been accepted by the Grants-in-Aid for Scientific Research (C) as PI (04/2023 - 03/2026).
21-Jan-2023, Our paper, entitled “Scalable Unbalanced Sobolev Transport for Measures on a Graph” has been accepted to AISTATS’23! This is joint work with Kenji Fukumizu, and Truyen Nguyen.
01-Dec-2022, I am officially appointed as a visiting scientist at Functional Analytic Learning Unit, RIKEN Center for Advanced Intelligence Project (RIKEN AIP).
01-Sep-2022, I officially join in The Institute of Statistical Mathematics (ISM) as Assistant Professor. I am also an Assistant Professor at The Graduate School for Advanced Studies (SOKENDAI).
Research Support
Grants
Others
06/2022 - 03/2027, a collaborator in Data Science group led by Kenji Fukumizu (ISM), JSPS - Grant-in-Aid for Transformative Research Areas (A).
04/2023 - 03/2025, a collaborator in a group led by Hideitsu Hino (ISM), Mitsui Knowledge Industry Co., Ltd. grant.
04/2023 - 03/2024, ISM Joint-research 2023-ISMCRP-2010 as PI.
Vita
I received my Ph.D in 01/2016 from Kyoto University, Japan, supervised by Marco Cuturi and Akihiro Yamamoto. I worked as a post-doctoral researcher at Nagoya Institute of Technology & National Institute for Materials Science, Japan, mentored by Ichiro Takeuchi between 02/2016 and 08/2017. Then, I worked as the post-doctoral researcher between 09/2017 and 07/2021, and as a research scientist between 08/2021 and 08/2022 at RIKEN Center for Advanced Intelligence Project (RIKEN AIP), mentored by Makoto Yamada. From 09/2022, I have been working as an assistant professor at The Institute of Statistical Mathematics (ISM), and I have concurrently been a visiting scientist at RIKEN AIP, working in Functional Analytic Learning Team led by Minh Ha Quang from 12/2022.
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