Counterfactual explanations as interventions in latent space
Riccardo Crupi, Alessandro Castelnovo, Daniele Regoli, Beatriz San Miguel González
Topics & Concepts
Counterfactual thinkingCounterfactual conditionalComputer scienceSet (abstract data type)Generator (circuit theory)HarmTransparency (behavior)Artificial intelligenceMachine learningPsychologyComputer securityPower (physics)Programming languageQuantum mechanicsPhysicsSocial psychologyExplainable Artificial Intelligence (XAI)Scientific Computing and Data ManagementMachine Learning in Healthcare