CACE: A Framework for Generating Counterfactual Explanations Aligned With Causal Structure via Jointly Learned Conditional Distributions

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Authors: J.E. Sanderson, Hua Mao, Qiuji Yi, Wai Lok Woo
Cited by: 1
References: 22

Fields of Study & Subjects

Explainable Artificial Intelligence (XAI) Bayesian Modeling and Causal Inference Logic Reasoning and Knowledge

Publication details

Journal / source
IEEE Transactions on Knowledge and Data Engineering
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
38
Issue
7
Pages
4139–4152
Publication date
30 April 2026