Ta Duy Nguyen

According to our database1, Ta Duy Nguyen authored at least 13 papers between 2017 and 2024.

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Bibliography

2024
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
High Probability Convergence of Stochastic Gradient Methods.
CoRR, 2023

Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis.
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.
Proceedings of the International Conference on Machine Learning, 2023

On the Convergence of AdaGrad(Norm) on ℝ<sup>d</sup>: Beyond Convexity, Non-Asymptotic Rate and Acceleration.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions.
CoRR, 2022

On the Convergence of AdaGrad on $\R^{d}$: Beyond Convexity, Non-Asymptotic Rate and Acceleration.
CoRR, 2022

Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction.
Proceedings of the International Conference on Machine Learning, 2022

2020
On Adversarial Bias and the Robustness of Fair Machine Learning.
CoRR, 2020

Threshold Task Games: Theory, Platform and Experiments.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2018
Resource Based Cooperative Games: Optimization, Fairness and Stability.
Proceedings of the Algorithmic Game Theory - 11th International Symposium, 2018

2017
Fast genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017


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