Vincent Y. F. Tan
Scholar

Vincent Y. F. Tan

Google Scholar ID: dJoAVvAAAAAJ
Professor, Department of Mathematics, National University of Singapore
Information TheoryMachine LearningSignal Processing
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Citations & Impact
All-time
Citations
4,949
 
H-index
35
 
i10-index
110
 
Publications
20
 
Co-authors
24
list available
Contact
No contact links provided.
Publications
22 items
Timely Best Arm Identification in Restless Shared Networks
2026
Cited
0
ODELoRA: Training Low-Rank Adaptation by Solving Ordinary Differential Equations
2026
Cited
0
Almost Asymptotically Optimal Active Clustering Through Pairwise Observations
2026
Cited
0
Transformers Provably Learn Directed Acyclic Graphs via Kernel-Guided Mutual Information
2025
Cited
0
Parameter-free Algorithms for the Stochastically Extended Adversarial Model
2025
Cited
0
Muon Outperforms Adam in Tail-End Associative Memory Learning
2025
Cited
0
Memory Limitations of Prompt Tuning in Transformers
2025
Cited
0
Automatic Rank Determination for Low-Rank Adaptation via Submodular Function Maximization
2025
Cited
0
Resume (English only)
Co-authors
24 total
Co-author 1
Co-author 1
Anima Anandkumar
Anima Anandkumar
California Institute of Technology and NVIDIA
Co-author 3
Co-author 3
Marco Tomamichel
Marco Tomamichel
Professor at ECE/CDE and CQT, National University of Singapore
Co-author 5
Co-author 5
Lin Zhou
Lin Zhou
Associate Professor, School of Cyber Science and Technology, Beihang University
Lei Yu
Lei Yu
Nankai University
Co-author 8
Co-author 8