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Counterfactual Explanation

Returns a contrastive argument that permits to achieve the desired class, e.g., “to obtain this loan, you need XXX of annual revenue instead of the current YYY”

Papers

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Showing 101–110 of 177 papers

TitleStatusHype
A Sparsity Algorithm with Applications to Corporate Credit Rating—0
Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier—0
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset—0
CLEAR: Causal Explanations from Attention in Neural Recommenders—0
CLEAR: Generative Counterfactual Explanations on Graphs—0
Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test—0
Counterfactual Editing for Search Result Explanation—0
Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control—0
Counterfactual Explanation-Based Badminton Motion Guidance Generation Using Wearable Sensors—0
Counterfactual Explanation Based on Gradual Construction for Deep Networks—0
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