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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 2130 of 177 papers

TitleStatusHype
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesCode1
Fast Diffusion-Based Counterfactuals for Shortcut Removal and GenerationCode1
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
Model-contrastive explanations through symbolic reasoningCode1
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
Distributional Counterfactual Explanations With Optimal TransportCode1
Global Counterfactual Explainer for Graph Neural NetworksCode1
Learning Time Series Counterfactuals via Latent Space RepresentationsCode1
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