The Explanation Game: Explaining Machine Learning Models Using Shapley Values
Luke Merrick, Ankur Taly
Topics & Concepts
Shapley valueComputer scienceAxiomArtificial intelligenceAttributionMachine learningCooperative game theoryGame theoryRank (graph theory)Theoretical computer scienceMathematical economicsMathematicsPsychologySocial psychologyCombinatoricsGeometryExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceAdversarial Robustness in Machine Learning