SOTAVerified

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 41–50 of 177 papers

TitleStatusHype
CLEAR: Generative Counterfactual Explanations on Graphs—0
Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations—0
CLEAR: Causal Explanations from Attention in Neural Recommenders—0
A Novel Multi-Objective Evolutionary Algorithm for Counterfactual Generation—0
Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems—0
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models—0
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations—0
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy—0
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review—0
Counterfactual Explanations Can Be Manipulated—0
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