| Fast genetic algorithms B Doerr, HP Le, R Makhmara, TD Nguyen Proceedings of the genetic and evolutionary computation conference, 777-784, 2017 | 209 | 2017 |
| On adversarial bias and the robustness of fair machine learning H Chang, TD Nguyen, SK Murakonda, E Kazemi, R Shokri arXiv preprint arXiv:2006.08669, 2020 | 50 | 2020 |
| High probability convergence of stochastic gradient methods Z Liu, TD Nguyen, TH Nguyen, A Ene, H Nguyen International Conference on Machine Learning, 21884-21914, 2023 | 24 | 2023 |
| High Probability Convergence of Clipped-SGD Under Heavy-tailed Noise T Duy Nguyen, TH Nguyen, A Ene, H Le Nguyen arXiv e-prints, arXiv: 2302.05437, 2023 | 13* | 2023 |
| Improved convergence in high probability of clipped gradient methods with heavy tails TD Nguyen, A Ene, HL Nguyen arXiv preprint arXiv:2304.01119, 2023 | 10 | 2023 |
| On the Convergence of AdaGrad (Norm) on R^ d: Beyond Convexity, Non-Asymptotic Rate and Acceleration Z Liu, TD Nguyen, A Ene, H Nguyen International Conference on Learning Representations, 2023 | 6* | 2023 |
| Adaptive accelerated (extra-) gradient methods with variance reduction Z Liu, TD Nguyen, A Ene, H Nguyen International Conference on Machine Learning, 13947-13994, 2022 | 6 | 2022 |
| META-STORM: Generalized fully-adaptive variance reduced SGD for unbounded functions Z Liu, TD Nguyen, TH Nguyen, A Ene, HL Nguyen arXiv preprint arXiv:2209.14853, 2022 | 5 | 2022 |
| Threshold Task Games: Theory, Platform and Experiments. K Gal, TD Nguyen, QN Tran, Y Zick AAMAS, 393-401, 2020 | 5 | 2020 |
| Resource based cooperative games: Optimization, fairness and stability TD Nguyen, Y Zick Algorithmic Game Theory: 11th International Symposium, SAGT 2018, Beijing …, 2018 | 5 | 2018 |
| Improved convergence in high probability of clipped gradient methods with heavy tailed noise TD Nguyen, TH Nguyen, A Ene, H Nguyen Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
