Causal Inference via Style Transfer for Out-of-distribution Generalisation T Nguyen, K Do, DT Nguyen, B Duong, T Nguyen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 13* | 2023 |
Bivariate causal discovery via conditional divergence B Duong, T Nguyen Conference on Causal Learning and Reasoning, 236-252, 2022 | 12 | 2022 |
Class-Incremental Learning with Causal Relational Replay T Nguyen, D Kieu, B Duong, T Kieu, K Do, T Nguyen, B Le Expert Systems With Applications, 2024 | 5 | 2024 |
Conditional Independence Testing via Latent Representation Learning B Duong, T Nguyen 2022 IEEE International Conference on Data Mining (ICDM), 121--130, 2022 | 5 | 2022 |
Domain Generalisation via Risk Distribution Matching T Nguyen, K Do, B Duong, T Nguyen Winter Conference on Applications of Computer Vision, 2790--2799, 2024 | 4 | 2024 |
Heteroscedastic Causal Structure Learning B Duong, T Nguyen European Conference on Artificial Intelligence, 598--605, 2023 | 4 | 2023 |
Differentiable Bayesian Structure Learning with Acyclicity Assurance QD Tran, P Nguyen, B Duong, T Nguyen 2023 IEEE International Conference on Data Mining (ICDM), 598-607, 2023 | 3* | 2023 |
Diffeomorphic Information Neural Estimation B Duong, T Nguyen Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7468-7475, 2023 | 3 | 2023 |
Normalizing flows for conditional independence testing B Duong, T Nguyen Knowledge and Information Systems 66 (1), 357-380, 2024 | 2 | 2024 |
Causal Discovery via Bayesian Optimization B Duong, S Gupta, T Nguyen ICLR, 2025 | | 2025 |
Utilising causal inference methods to estimate effects and strategise interventions in observational health data TN Bao Duong, Manisha Senadeera, Toan Nguyen, Melanie Nichols, Kathryn ... PloS one 19 (12), e0314761, 2024 | | 2024 |
ALIAS: DAG Learning with Efficient Unconstrained Policies B Duong, H Le, T Nguyen | | 2024 |
Scalable Variational Causal Discovery Unconstrained by Acyclicity N Hoang, B Duong, T Nguyen ECAI, 2024 | | 2024 |
Enabling Causal Discovery in Post-Nonlinear Models with Normalizing Flows N Hoang, B Duong, T Nguyen ECAI, 2024 | | 2024 |
Constraining Acyclicity of Differentiable Bayesian Structure Learning with Topological Ordering QD Tran, P Nguyen, B Duong, T Nguyen Knowledge and Information Systems, 2024 | | 2024 |
Robust Estimation of Causal Heteroscedastic Noise Models QD Tran, P Nguyen, B Duong, T Nguyen SIAM International Conference on Data Mining (SDM), 2024 | | 2024 |
Efficient Classification with Counterfactual Reasoning and Active Learning A Mohammed, D Nguyen, B Duong, T Nguyen Asian Conference on Intelligent Information and Database Systems, 27-38, 2022 | | 2022 |
Handling Missing Data with Markov Boundary A Mohammed, D Nguyen, B Duong, M Nichols, T Nguyen International Conference on Advanced Data Mining and Applications, 319-333, 2022 | | 2022 |
Causality-aided Recommendation Systems T Nguyen, A Mohammed, B Duong, T Nguyen 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | | 2022 |