Tri Dung Duong

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Observed Variables

Causal Relations

Reinforcement Learning

Causal Inference

Top Venues

Publications

Tri Dung Duong, Qian Li, Guandong Xu
Achieving counterfactual fairness with imperfect structural causal model. Expert Syst. Appl. 240 (2024)
Tri Dung Duong, Qian Li, Guandong Xu
Causality-based counterfactual explanation for classification models. Knowl. Based Syst. 300 (2024)
Tri Dung Duong, Qian Li, Guandong Xu
Achieving Counterfactual Fairness with Imperfect Structural Causal Model. CoRR (2023)
Tri Dung Duong, Qian Li, Guandong Xu
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data Using Normalizing Flows. PAKDD (2) (2023)
Tri Dung Duong, Qian Li, Guandong Xu
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing Flows. CoRR (2023)
Tri Dung Duong, Qian Li, Guandong Xu
Stochastic intervention for causal inference via reinforcement learning. Neurocomputing 482 (2022)
Tri Dung Duong, Qian Li, Guandong Xu
Prototype-based Counterfactual Explanation for Causal Classification. CoRR (2021)
Tri Dung Duong, Qian Li, Guandong Xu
Stochastic Intervention for Causal Inference via Reinforcement Learning. CoRR (2021)
Qian Li, Tri Dung Duong, Zhichao Wang, Shaowu Liu, Dingxian Wang, Guandong Xu
Causal-Aware Generative Imputation for Automated Underwriting. CIKM (2021)
Tri Dung Duong, Qian Li, Guandong Xu
Stochastic Intervention for Causal Effect Estimation. IJCNN (2021)
Tri Dung Duong, Qian Li, Guandong Xu
Stochastic Intervention for Causal Effect Estimation. CoRR (2021)
Guandong Xu, Tri Dung Duong, Qian Li, Shaowu Liu, Xianzhi Wang
Causality Learning: A New Perspective for Interpretable Machine Learning. CoRR (2020)