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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 3140 of 177 papers

TitleStatusHype
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
Optimal Counterfactual Explanations in Tree EnsemblesCode1
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial LearningCode1
Instance-based Counterfactual Explanations for Time Series ClassificationCode1
Graph Style Transfer for Counterfactual ExplainabilityCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Ranking Counterfactual Explanations0
Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures0
Advancing climate model interpretability: Feature attribution for Arctic melt anomalies0
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