Third-Order Asymptotics for Fixed-Length Lossy Compression of Discrete Memoryless Sources
Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, Nov 2026
Best-of-Both-Worlds FTRL for Linear Bandits: The Interplay of Information Acquisition, Corruption, and Geometry
Canzhe Zhao and Vincent Y. F. Tan
Submitted, Nov 2026
Second-Order Asymptotics for the Scalar Gaussian Broadcast Channel
Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, Nov 2026
Last-Iterate Stationarity of Muon with Finitely Many Newton-Schulz Iterations
Ping Li and Vincent Y. F. Tan
Submitted, Oct 2026
Bayesian Fixed-Confidence Best-Arm Identification with Abstention
Yuqi Huang, Yunlong Hou, and Vincent Y. F. Tan
Submitted, Oct 2026
On the Tightness of Omura's Strong Converse Exponent and Critical Rates Above Capacity
Hamdi Joudeh and Vincent Y. F. Tan
Submitted to the IEEE Information Theory Workshop, Oct 2026
Second-Order Asymptotics for the Gaussian MAC on the Relative Interior of the Sum-Rate Face
Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, Sep 2026
Second-Order Asymptotics for the Gaussian Multiple-Access Channel at Corner Points
Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, Aug 2026
Statistical Inference for Rank Allocation in Low-Rank Adaptation
Yihang Gao and Vincent Y. F. Tan
Submitted to Annals of Applied Statistics, Jul 2026
Bayesian Best-Arm Identification with Abstention: A Polynomial-to-Exponential Phase Transition
Yuqi Huang, Yunlong Hou, and Vincent Y. F. Tan
Submitted to Mathematics of Operations Research, Jun 2026
On the Benefits of Free Exploration for Regret Minimization in Multi-Armed Bandits
Yunlong Hou, Zixin Zhong, and Vincent Y. F. Tan
Submitted to the Journal of Machine Learning Research, May 2026
Bandit Convex Optimization with Gradient Prediction Adaptivity
Shuche Wang, Adarsh Barik and Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, May 2026
ODELoRA: Training Low-Rank Adaptation by Solving Ordinary Differential Equations
Yihang Gao and Vincent Y. F. Tan
Submitted to the SIAM Journal on Mathematics of Data Science, Feb 2026
Quantum-Enhanced Neural Contextual Bandit Algorithms
Yuqi Huang, Vincent Y. F. Tan, and Sharu Theresa Jose
Submitted to Quantum Machine Intelligence, Jan 2026
Transformers Provably Learn Directed Acyclic Graphs via Kernel-Guided Mutual Information
Yuan Cheng, Yu Huang, Zhe Xiong, Yingbin Liang, and Vincent Y. F. Tan
To be submitted, 2026+
Memory Limitations of Prompt Tuning in Transformers
Maxime Meyer, Mario Michelessa, Caroline Chaux, and Vincent Y. F. Tan
Submitted, 2025+