Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications
Yu-Liang Chou, Catarina Moreira, Peter Bruza, Chun Ouyang, Joaquim Jorge
Topics & Concepts
Counterfactual conditionalComputer scienceCounterfactual thinkingArtificial intelligenceMachine learningSpurious relationshipLatent Dirichlet allocationHuman intelligenceData scienceTopic modelEpistemologyPhilosophyExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningArtificial Intelligence in Healthcare and Education