s-LIME: Reconciling Locality and Fidelity in Linear Explanations
Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
Topics & Concepts
LocalityFidelityLimeComputer scienceBandwidth (computing)Extension (predicate logic)GRASPAlgorithmTheoretical computer scienceArtificial intelligenceMathematicsProgramming languageGeologyTelecommunicationsLinguisticsPhilosophyPaleontologyExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationMachine Learning in Healthcare