Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges
Christoph Molnar, Giuseppe Casalicchio, Bernd Bischl
Topics & Concepts
Machine learningInterpretabilityArtificial intelligenceCausal inferenceComputer scienceField (mathematics)Interpretation (philosophy)InferenceStability (learning theory)Sensitivity (control systems)Data scienceEconometricsMathematicsProgramming languageEngineeringPure mathematicsElectronic engineeringExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningMachine Learning and Data Classification