Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)
Mark T. Keane, Barry Smyth
Topics & Concepts
Counterfactual conditionalCounterfactual thinkingClass (philosophy)Computer scienceMathematical economicsEconometricsEpistemologyPositive economicsArtificial intelligenceEconomicsPhilosophyExplainable Artificial Intelligence (XAI)Imbalanced Data Classification TechniquesAdversarial Robustness in Machine Learning