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Bao Duong
Bao Duong
Associate Research Fellow, A2I2, Deakin University
Verified email at deakin.edu.au - Homepage
Title
Cited by
Cited by
Year
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
122022
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
52024
Conditional Independence Testing via Latent Representation Learning
B Duong, T Nguyen
2022 IEEE International Conference on Data Mining (ICDM), 121--130, 2022
52022
Domain Generalisation via Risk Distribution Matching
T Nguyen, K Do, B Duong, T Nguyen
Winter Conference on Applications of Computer Vision, 2790--2799, 2024
42024
Heteroscedastic Causal Structure Learning
B Duong, T Nguyen
European Conference on Artificial Intelligence, 598--605, 2023
42023
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
32023
Normalizing flows for conditional independence testing
B Duong, T Nguyen
Knowledge and Information Systems 66 (1), 357-380, 2024
22024
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
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Articles 1–19