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
29 items
Breaking the Total Variance Barrier: Sharp Sample Complexity for Linear Heteroscedastic Bandits with Fixed Action Set
2026
Cited
0
Statistical Inference for Rank Allocation in Low-Rank Adaptation
2026
Cited
0
Balancing Expressivity and Learnability in Quantum Kernel Bandit Optimization
2026
Cited
0
Bayesian Best-Arm Identification with Abstention: A Polynomial-to-Exponential Phase Transition
2026
Cited
0
On the Benefits of Free Exploration for Regret Minimization in Multi-Armed Bandits
2026
Cited
0
Bandit Convex Optimization with Gradient Prediction Adaptivity
2026
Cited
0
How Many Different Outputs Can a Transformer Generate?
2026
Cited
0
Timely Best Arm Identification in Restless Shared Networks
2026
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