NICE: an algorithm for nearest instance counterfactual explanations
Dieter Brughmans, Pieter Leyman, David Martens
Topics & Concepts
Counterfactual thinkingCounterfactual conditionalComputer scienceNiceFeature (linguistics)Exploitk-nearest neighbors algorithmDifferentiable functionProcess (computing)Machine learningArtificial intelligenceAlgorithmData miningMathematicsMathematical analysisEpistemologyLinguisticsComputer securityPhilosophyProgramming languageOperating systemExplainable Artificial Intelligence (XAI)Imbalanced Data Classification TechniquesMachine Learning and Data Classification