Vincent Y. F. Tan

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Preprints and Submissions

  1. Multi-Armed Bandits with Abstention
    Junwen Yang, Tianyuan Jin, and Vincent Y. F. Tan
    Submitted, Feb 2024

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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