Litcius/Paper detail

Algorithms to estimate Shapley value feature attributions

Hugh Chen, Ian Covert, Scott Lundberg, Su‐In Lee

2023Nature Machine Intelligence417 citationsDOI

Topics & Concepts

AttributionShapley valueFeature (linguistics)Value (mathematics)Computer scienceStatisticsMathematicsPsychologyMathematical economicsSocial psychologyGame theoryPhilosophyLinguisticsBayesian Modeling and Causal InferenceMachine Learning and Data ClassificationExplainable Artificial Intelligence (XAI)
Algorithms to estimate Shapley value feature attributions | Litcius