AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices
Juwon Park, Daegun Yoon, Sangho Yeo, Sangyoon Oh
Topics & Concepts
Computer scienceIndependent and identically distributed random variablesEpoch (astronomy)Federated learningConvergence (economics)Process (computing)Scheme (mathematics)Distributed computingRate of convergenceDistributed databaseArtificial intelligenceRandom variableKey (lock)Operating systemMathematicsStarsEconomicsMathematical analysisComputer visionStatisticsEconomic growthPrivacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingVehicular Ad Hoc Networks (VANETs)