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Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
13 February 2024
Xuexin Chen
Ruichu Cai
Zhengting Huang
Yuxuan Zhu
Julien Horwood
Zhifeng Hao
Zijian Li
Jose Miguel Hernandez-Lobato
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Papers citing
"Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation"
3 / 3 papers shown
Title
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency
Xuexin Chen
Ruichu Cai
Kaitao Zheng
Zhifan Jiang
Zhengting Huang
Zhifeng Hao
Zijian Li
44
0
0
21 Jul 2024
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients
Ruo Yang
Binghui Wang
M. Bilgic
24
17
0
24 Mar 2023
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks
Ana Lucic
Maartje ter Hoeve
Gabriele Tolomei
Maarten de Rijke
Fabrizio Silvestri
110
142
0
05 Feb 2021
1