Privacy-PreservingFeatureSelectionwithSecureMultipartyComputationXilingLi1RafaelDowsley2MartineDeCock13Abstractnature.ProtectionofuserdatahasbecomeasignificantconcerninMLmodeldevelopmentanddeployme...
MatrixSketchingforSecureCollaborativeMachineLearningMengjiaoZhang1ShusenWang1Abstractclients,eachclientusesabatchoflocaldatatocomputeastochasticgradient,andtheserveraggregatesthestochas-Collaborati...
Dead-endsandSecureExplorationinReinforcementLearningMehdiFatemi1ShikharSharma1HarmvanSeijen1SamiraEbrahimiKahou2Abstracthastointeractwiththeenvironmentandlearnfromitsexpe-rience.Therealwaysexistsa(...