Thien Hang Nguyen

According to our database, Thien Hang Nguyen authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Adaptive Optimization via Subset-Norm and Subspace-Momentum: Fast, Memory-Reduced Training with Convergence Guarantees.

Thien Hang Nguyen, Huy Le Nguyen

CoRR, 2024

2023

Improved Group Robustness via Classifier Retraining on Independent Splits.

Thien Hang Nguyen, Hongyang R. Zhang, Huy L. Nguyen

Trans. Mach. Learn. Res., 2023

High Probability Convergence of Stochastic Gradient Methods.

Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Le Nguyen

CoRR, 2023

Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise.

Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

High Probability Convergence of Stochastic Gradient Methods.

Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen

Proceedings of the International Conference on Machine Learning, 2023

2022

META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions.

Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy L. Nguyen

CoRR, 2022

Improved Worst-Group Robustness via Classifier Retraining on Independent Splits.

Thien Hang Nguyen, Hongyang R. Zhang, Huy Le Nguyen

CoRR, 2022