Ta Duy Nguyen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Variance Reduction

Expected Values

Intelligent Data Mining

Genetic Algorithm

Top Venues

Publications

Ta Duy Nguyen, Alina Ene
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems. CoRR (2024)
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, Alina Ene, Huy L. Nguyen
: Beyond Convexity, Non-Asymptotic Rate and Acceleration. ICLR (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, Alina Ene, Huy Nguyen
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis. NeurIPS (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)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
On the Convergence of AdaGrad on $\R^{d}$: Beyond Convexity, Non-Asymptotic Rate and Acceleration. CoRR (2022)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. CoRR (2022)
Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. ICML (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)
Hongyan Chang, Ta Duy Nguyen, Sasi Kumar Murakonda, Ehsan Kazemi, Reza Shokri
On Adversarial Bias and the Robustness of Fair Machine Learning. CoRR (2020)
Kobi Gal, Ta Duy Nguyen, Quang Nhat Tran, Yair Zick
Threshold Task Games: Theory, Platform and Experiments. AAMAS (2020)
Ta Duy Nguyen, Yair Zick
Resource Based Cooperative Games: Optimization, Fairness and Stability. SAGT (2018)
Benjamin Doerr, Huu Phuoc Le, Régis Makhmara, Ta Duy Nguyen
Fast genetic algorithms. GECCO (2017)
Benjamin Doerr, Huu Phuoc Le, Régis Makhmara, Ta Duy Nguyen
Fast Genetic Algorithms. CoRR (2017)