Model transparency and interpretability: survey and application to the insurance industry
Dimitri Delcaillau, Antoine Ly, Alizé Papp, Franck Vermet
Topics & Concepts
InterpretabilityLeverage (statistics)Computer scienceTransparency (behavior)Mathematical financeFinancial servicesContext (archaeology)Upstream (networking)Risk analysis (engineering)Machine learningActuarial scienceEconomicsBusinessFinanceBiologyPaleontologyComputer securityComputer networkExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareBayesian Modeling and Causal Inference