Bias-VarianceReducedLocalSGDforLessHeterogeneousFederatedLearningTomoyaMurata12TaijiSuzuki23Abstractsetofthewholedatasetwhichisnotexplicitlyexchanged.Inrecentfederatedlearning,introducedbyKonecˇny...
RethinkingBias-VarianceTrade-offforGeneralizationofNeuralNetworksZitongYang1YaodongYu1ChongYou1JacobSteinhardt12YiMa1Abstractfromamismatchbetweenthemodelclassandtheunder-lyingdatadistribution,andis...
BoundingUserContributions:ABias-VarianceTrade-offinDifferentialPrivacyKareemAmin1AlexKulesza1AndresMun˜ozMedina1SergeiVassilvitskii1Abstractthatthepresenceofanysingleuserinthedatasetcannotbeaccura...