RealExp: Decoupling correlation bias in Shapley values for faithful model interpretations
Wendong Jiang, Chih‐Yung Chang, Show-Jane Yen, Shih-Jung Wu, Diptendu Sinha Roy
Topics & Concepts
Decoupling (probability)EconometricsCorrelationMathematicsMathematical economicsStatisticsEconomicsStatistical physicsPhysicsEngineeringGeometryControl engineeringExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceAdvanced Causal Inference Techniques