Publication | Open Access

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Artificial IntelligenceEngineeringMachine LearningData ScienceUse Interpretable ModelsExplanation-based LearningHigh Stakes DecisionsManagementAi SafetyModel InterpretabilityInterpretabilityComputer ScienceDecision ScienceDecision TheoryExplainable Ai