Preprints and Submissions
Multi-Armed Bandits with Abstention
Junwen Yang, Tianyuan Jin, and Vincent Y. F. Tan
Submitted, Feb 2024
Variable-Length Feedback Codes over Known and Unknown Channels with Non-vanishing Error Probabilities
Recep Can Yavas and Vincent Y. F. Tan
Submitted to IEEE Transactions on Information Theory, Jan 2024
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method
Jiachun Pan, Hanshu Yan, Jun Hao Liew, Vincent Y. F. Tan, and Jiashi Feng
Submitted, Dec 2023
Codes for Correcting Asymmetric Adjacent Transpositions and Deletions
Shuche Wang, Vu Van Khu and Vincent Y. F. Tan
Submitted to the IEEE Transactions on Communications, Nov 2023, Under Revision
Learning Regularized Graphon Mean-Field Games with Unknown Graphons
Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, and Zhuoran Yang
Submitted to the Journal of Machine Learning Research, Oct 2023, Under Revision
Optimal Best Arm Identification with Fixed Confidence in Restless Bandits
P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, and Ali Tajer
Submitted to IEEE Transactions on Information Theory, Oct 2023, Under Revision
Optimal Private Discrete Distribution Estimation with One-bit Communication
Seung-Hyun Nam, Vincent Y. F. Tan, and Si-Hyeon Lee
Submitted to IEEE Transactions on Information Forensics and Security, Feb 2024
Optimal Clustering with Bandit Feedback [Slides] [Video]
Junwen Yang, Zixin Zhong, and Vincent Y. F. Tan
Submitted to the Journal of Machine Learning Research, Sep 2022, Revised Oct 2023, Mar 2024
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