Ta Duy Nguyen

发表

On Adversarial Bias and the Robustness of Fair Machine Learning pdf

Ehsan Kazemi, Reza Shokri, Hongyan Chang, 2020, ArXiv.

Fast genetic algorithms

Benjamin Doerr, Huu Phuoc Le, Ta Duy Nguyen, 2017, GECCO.

Resource Based Cooperative Games: Optimization, Fairness and Stability

Yair Zick, Ta Duy Nguyen, Yair Zick, 2018, SAGT.

High Probability Convergence of Stochastic Gradient Methods

Huy L. Nguyen, Thien Hai Nguyen, Ta Duy Nguyen, 2023, ICML.

Threshold Task Games: Theory, Platform and Experiments

Yair Zick, Quang Nhat Tran, Ta Duy Nguyen, 2020, AAMAS.

Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tails

Huy L. Nguyen, Ta Duy Nguyen, Alina Ene, 2023, 2304.01119.

On the Convergence of AdaGrad on $\R^{d}$: Beyond Convexity, Non-Asymptotic Rate and Acceleration

Huy L. Nguyen, Ta Duy Nguyen, Zijian Liu, 2022, ICLR.

Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction

Huy L. Nguyen, Ta Duy Nguyen, Alina Ene, 2022, ICML.

High Probability Convergence of Clipped-SGD Under Heavy-tailed Noise

Huy L. Nguyen, Thien Hai Nguyen, Ta Duy Nguyen, 2023, 2302.05437.

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

Huy L. Nguyen, Thien Hai Nguyen, Ta Duy Nguyen, 2022, arXiv.org.

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

Ta Duy Nguyen, Alina Ene, Thien Nguyen, 2023, NeurIPS.