Staff profile

• Machine Learning
• Artificial Intelligence
• Statistics

Chapter in book

• Lifelong Learning for Deep Neural Networks with Bayesian Principles
  
  Nguyen, C. V., Swaroop, S., Bui, T. D., Li, Y., & Turner, R. E. (2024). Lifelong Learning for Deep Neural Networks with Bayesian Principles. In X. Li, S. Ramasamy, A. Ambikapathi, S. Sundaram, & H. M. Fayek (Eds.), Towards Human Brain Inspired Lifelong Learning (pp. 51-72). World Scientific. https://doi.org/10.1142/9789811286711_0004

Conference Paper

• Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
  
  Dinh, V., Ho, L., & Nguyen, C. (2025). Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient. In Advances in Neural Information Processing Systems 37 (NeurIPS 2024).
• The Matter of Captchas: An Analysis of a Brittle Security Feature on the Modern Web
  
  Ousat, B., Schafir, E., Tofighi, M., Hoang, D., Nguyen, C., Arshad, S., Uluagac, S., & Kharraz, A. (2024). The Matter of Captchas: An Analysis of a Brittle Security Feature on the Modern Web. In WWW ’24: Proceedings of the ACM on Web Conference 2024 (pp. 1835-1846). Association for Computing Machinery. https://doi.org/10.1145/3589334.3645619
• Simple transferability estimation for regression tasks
  
  Nguyen, C. N., Tran, P., Ho, L., Dinh, V., Tran, A., Hassner, T., & Nguyen, C. V. (2023). Simple transferability estimation for regression tasks. In R. J. Evans & I. Shpitser (Eds.), Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence.

Journal Article

• Fake advertisements detection using automated multimodal learning: a case study for Vietnamese real estate data
  
  Nguyen, D., Nguyen, T. T., & Nguyen, C. V. (2025). Fake advertisements detection using automated multimodal learning: a case study for Vietnamese real estate data. Applied Intelligence, 55(6), Article 367. https://doi.org/10.1007/s10489-025-06238-2
• Bayesian active learning with abstention feedbacks
  
  Nguyen, C. V., Ho, L. S. T., Xu, H., Dinh, V., & Nguyen, B. T. (2022). Bayesian active learning with abstention feedbacks. Neurocomputing, 471, 242-250. https://doi.org/10.1016/j.neucom.2021.11.027