Tri Dung Duong

According to our database, Tri Dung Duong authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Causality-based counterfactual explanation for classification models.

Tri Dung Duong, Qian Li, Guandong Xu

Knowl. Based Syst., 2024

Achieving counterfactual fairness with imperfect structural causal model.

Tri Dung Duong, Qian Li, Guandong Xu

Expert Syst. Appl., 2024

2023

CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data Using Normalizing Flows.

Tri Dung Duong, Qian Li, Guandong Xu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

Stochastic intervention for causal inference via reinforcement learning.

Tri Dung Duong, Qian Li, Guandong Xu

Neurocomputing, 2022

2021

Prototype-based Counterfactual Explanation for Causal Classification.

Tri Dung Duong, Qian Li, Guandong Xu

CoRR, 2021

Stochastic Intervention for Causal Effect Estimation.

Tri Dung Duong, Qian Li, Guandong Xu

Proceedings of the International Joint Conference on Neural Networks, 2021

Causal-Aware Generative Imputation for Automated Underwriting.

Qian Li, Tri Dung Duong, Zhichao Wang, Shaowu Liu, Dingxian Wang, Guandong Xu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Causality Learning: A New Perspective for Interpretable Machine Learning.

Guandong Xu, Tri Dung Duong, Qian Li, Shaowu Liu, Xianzhi Wang

CoRR, 2020