Thien Hang Nguyen
  1. High Probability Convergence of Clipped-SGD Under Heavy-tailed Noise

    Duy Nguyen*, Thien Nguyen*, Alina Ene, and Huy Nguyen.
    Submitted. 2023.
  2. High Probability Convergence of Stochastic Gradient Methods

    Zijian Liu*, Duy Nguyen*, Thien Nguyen*, Alina Ene, and Huy Nguyen.
    International Conference on Machine Learning, Honolulu. 2023.
  3. META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Function

    Zijian Liu*, Duy Nguyen*, Thien Nguyen*, Alina Ene, and Huy Nguyen.
    Submitted. 2023.
  4. Improved Group Robustness via Classifier Retraining on Independent Splits

    Thien Nguyen, Hongyang Zhang, and Huy Le Nguyen.
    Transactions on Machine Learning Research. 2023.
  5. Structural Equivalence in Subgraph Matching

    Dominic Yang, Yurun Ge, Thien Nguyen, Denali Molitor, Jacob D. Moorman, and Andrea L. Bertozzi.
    IEEE Transactions on Network Science and Engineering. 2022.
  6. Applications of Structural Equivalence to Subgraph Isomorphism on Multichannel Multigraphs

    Thien Nguyen, Dominic Yang, Yurun Ge, Hao Li, and Andrea Bertozzi.
    IEEE Big Data Conference, Los Angeles. Dec 9, 2019. [Oral Presentation]