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Vincent Y. F. Tan
Full Professor, Mathematics, National University of Singapore
Joined
February 2017
Names
Vincent Y. F. Tan
,
Vincent Tan
Emails
****@nus.edu.sg
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
Mathematics,
National University of Singapore
(nus.edu.sg)
2023
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Alan Willsky
2007
–
2011
Expertise
Bandits
2019
–
Present
Graphical models
2011
–
2017
Publications
Best Arm Identification with Possibly Biased Offline Data
Le Yang
,
Vincent Y. F. Tan
,
Wang Chi Cheung
OpenReview Archive Direct Upload
Readers:
Everyone
How Many Different Outputs Can a Transformer Generate?
Maxime Meyer
,
Mario Michelessa
,
Caroline Chaux
,
Vincent Y. F. Tan
ICML 2026 spotlight
Readers:
Everyone
Asymptotically and Minimax Optimal Regret Bounds for Multi-Armed Bandits with Abstention
Junwen Yang
,
Tianyuan Jin
,
Vincent Y. F. Tan
Accepted by TMLR
Readers:
Everyone
The Expressivity Limits of Transformers
Maxime Meyer
,
Mario Michelessa
,
Caroline Chaux
,
Vincent Y. F. Tan
MATH4AI @ AAAI 2026 Oral
Readers:
Everyone
Automatic Rank Determination for Low-Rank Adaptation via Submodular Function Maximization
Yihang Gao
,
Vincent Y. F. Tan
MATH4AI @ AAAI 2026 Poster
Readers:
Everyone
Breaking the Total Variance Barrier: Sharp Sample Complexity for Linear Heteroscedastic Bandits with Fixed Action Set
Heyang Zhao
,
Tianyuan Jin
,
Weixin Wang
,
Vincent Y. F. Tan
,
Pan Xu
,
Quanquan Gu
ICLR 2026 Poster
Readers:
Everyone
Muon Outperforms Adam in Tail-End Associative Memory Learning
Shuche Wang
,
Fengzhuo Zhang
,
Jiaxiang Li
,
Cunxiao Du
,
Chao Du
,
Tianyu Pang
,
Zhuoran Yang
,
Mingyi Hong
,
Vincent Y. F. Tan
ICLR 2026 Poster
Readers:
Everyone
Finite-Time Minimax Bounds in Queueing Control
Yujie Liu
,
Vincent Y. F. Tan
,
Yunbei Xu
NeurIPS 2025 Workshop MLxOR
Readers:
Everyone
Parameter-free Algorithms for the Stochastically Extended Adversarial Model
Shuche Wang
,
Adarsh Barik
,
Peng Zhao
,
Vincent Y. F. Tan
NeurIPS 2025 poster
Readers:
Everyone
Algorithm unrolling for solving inverse problems in signal and image processing
Caroline Chaux
,
Abhijit Singh
,
Emmanuel Soubies
,
Vincent Y. F. Tan
AI4X 2025 Oral
Readers:
Everyone
View all 455 publications
Co-Authors
Abhijit Singh
Adarsh Barik
Adnan Custovic
Alan S. Willsky
Aldric H. J. Han
Aldric H. J. Yuan
Alexander Vardy
Alireza Aghaei
Angela Simpson
Animashree Anandkumar
Anshoo Tandon
Antonios Varvitsiotis
Armin Behnamnia
Ashish Khisti
Atefeh Gilani
Ayfer Özgür
Boyd Anderson
Boyi Liu
Carol Wang
Caroline Chaux
Chan Wang
Changho Suh
Chao Du
Chao Xu Tay
Cheng-Hsiung Liu
View all 199 co-authors