BMB-LIME: LIME with modeling local nonlinearity and uncertainty in explainability
Yu-Hsin Hung, Chia‐Yen Lee
Topics & Concepts
MathematicsStability (learning theory)Artificial intelligenceMultivariate adaptive regression splinesNonlinear systemBayesian probabilityFeature (linguistics)Computer scienceEconometricsData miningMachine learningStatisticsLinear regressionBayesian multivariate linear regressionPhilosophyQuantum mechanicsPhysicsLinguisticsExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationAdversarial Robustness in Machine Learning