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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

Showing 6170 of 177 papers

TitleStatusHype
Robust Stochastic Graph Generator for Counterfactual Explanations0
Counterfactual Explanation for Regression via Disentanglement in Latent Space0
Counterfactual Explanation Generation with s(CASP)0
Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content ModeratorsCode0
Generating collective counterfactual explanations in score-based classification via mathematical optimizationCode0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
Towards LLM-guided Causal Explainability for Black-box Text Classifiers0
Text-to-Image Models for Counterfactual Explanations: a Black-Box ApproachCode0
Counterfactual Explanations for Graph Classification Through the Lenses of DensityCode0
Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space0
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