A Principled Approach to Data Valuation for Federated Learning
Tianhao Wang, Johannes Rausch, Ce Zhang, Ruoxi Jia, Dawn Song
Topics & Concepts
Computer scienceAutomatic summarizationFederated learningRobustness (evolution)Valuation (finance)Stochastic gameArtificial intelligenceMachine learningShapley valueData miningGame theoryEconomicsMathematical economicsBiochemistryMicroeconomicsGeneMathematicsFinanceChemistryPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningMobile Crowdsensing and Crowdsourcing