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

Showing 91100 of 177 papers

TitleStatusHype
XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution0
A Counterfactual Explanation Framework for Retrieval Models0
Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations0
Advancing climate model interpretability: Feature attribution for Arctic melt anomalies0
Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems0
A Mathematical Programming Approach to Optimal Classification Forests0
Towards Understanding the Influence of Training Samples on Explanations0
A New Class of Explanations for Classifiers with Non-Binary Features0
A Novel Multi-Objective Evolutionary Algorithm for Counterfactual Generation0
A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations0
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