Variance reduced Shapley value estimation for trustworthy data valuation
Mengmeng Wu, Ruoxi Jia, Changle Lin, Wei Huang, Xiangyu Chang
Topics & Concepts
Computer scienceValuation (finance)Variance (accounting)Data miningSampling (signal processing)ResamplingTrustworthinessShapley valueEconometricsAlgorithmMathematicsFinanceGame theoryComputer visionComputer securityAccountingFilter (signal processing)EconomicsBusinessMathematical economicsPrivacy-Preserving Technologies in DataImbalanced Data Classification TechniquesAuction Theory and Applications