| 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 | 28 | 2023 |
| High probability convergence of clipped-sgd under heavy-tailed noise TD Nguyen, TH Nguyen, A Ene, HL Nguyen arXiv preprint arXiv:2302.05437, 2023 | 15 | 2023 |
| Applications of structural equivalence to subgraph isomorphism on multichannel multigraphs T Nguyen, D Yang, Y Ge, H Li, AL Bertozzi 2019 IEEE International Conference on Big Data (Big Data), 4913-4920, 2019 | 9 | 2019 |
| Structural equivalence in subgraph matching D Yang, Y Ge, T Nguyen, D Molitor, JD Moorman, AL Bertozzi IEEE Transactions on Network Science and Engineering 10 (4), 1846-1862, 2023 | 6 | 2023 |
| 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, 24191-24222, 2023 | 5 | 2023 |
| 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 |
| Improved worst-group robustness via classifier retraining on independent splits TH Nguyen, HR Zhang, HL Nguyen Transactions on Machine Learning Research (TMLR). 2023., 2023 | 2 | 2023 |
| National identity, perceived value and wine consumption: a study of Dalat wine in Vietnam H Le Nguyen, THM Nguyen, VT Nguyen, HAT Hung Proceedings of SPISE 2012, 85, 2012 | 2 | 2012 |
| 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 | | 2023 |
