Thien Hang Nguyen

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Dependent Features

Nearest Neighbor Classifier

Support Vector Machine

Classifier Systems

Top Venues

Trans. Mach. Learn. Res.

Publications

Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Le Nguyen
High Probability Convergence of Stochastic Gradient Methods. CoRR (2023)
Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen
High Probability Convergence of Stochastic Gradient Methods. ICML (2023)
Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise. NeurIPS (2023)
Thien Hang Nguyen, Hongyang R. Zhang, Huy L. Nguyen
Improved Group Robustness via Classifier Retraining on Independent Splits. Trans. Mach. Learn. Res. 2023 (2023)
Thien Hang Nguyen, Hongyang R. Zhang, Huy Le Nguyen
Improved Worst-Group Robustness via Classifier Retraining on Independent Splits. CoRR (2022)
Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy L. Nguyen
META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions. CoRR (2022)