MassivelyParallelandAsynchronousTsetlinMachineArchitectureSupportingAlmostConstant-TimeScalingKurugeDarshanaAbeyrathna1BimalBhattarai1MortenGoodwin1SaeedRahimiGorji1Ole-ChristofferGranmo1LeiJiao1Ru...
BASGD:BufferedAsynchronousSGDforByzantineLearningYi-RuiYang1Wu-JunLi1AbstractLeeetal.,2017;Lianetal.,2017;Zhaoetal.,2017;Sunetal.,2018;Wangnietal.,2018;Zhaoetal.,2018;ZhouDistributedlearninghasbeco...
LearningUnderDelayedFeedback:ImplicitlyAdaptingtoGradientDelaysRotemZamirAviv1IdoHakimi2AssafSchuster2KfirY.Levy13Abstractceed.Suchmethodsareeasiertoanalyze,yettheirper-formancedependsontheslowestm...
AsynchronousDecentralizedOptimizationWithImplicitStochasticVarianceReductionKentaNiwa12GuoqiangZhang3W.BastiaanKleijn4NoboruHarada12HiroshiSawada1AkinoriFujino1AbstractOurgoalistofacilitateMLmodelt...
AsynchronousCoagentNetworksJamesE.Kostas1ChrisNota1PhilipS.Thomas1Abstractandtheothercoagentsasifthiscombinationwasasingleenvironment.Coagentpolicygradientalgorithms(CPGAs)arereinforcementlearninga...
AsynchronousBatchBayesianOptimisationwithImprovedLocalPenalisationAhsanS.Alvi12BinxinRu1JanCalliess13StephenJ.Roberts123MichaelA.Osborne12Abstractexample,considertheoptimisationofthenumberofunitsin...
DistributedAsynchronousOptimizationwithUnboundedDelays:HowSlowCanYouGo?ZhengyuanZhou1PanayotisMertikopoulos2NicholasBambos1PeterGlynn1YinyuYe1Li-JiaLi3LiFei-Fei13Abstractcommensuratesurgeofinterest...
AutoregressiveConvolutionalNeuralNetworksforAsynchronousTimeSeriesMikołajBin´kowski12GautierMarti23PhilippeDonnat2Abstractneuralnetworks(CNNs),(Lecunetal.,1998)inmodelingtheconditionalmeanofthedi...
AsynchronousStochasticQuasi-NewtonMCMCforNon-ConvexOptimizationUmutS¸ims¸ekli1C¸ag˘atayYıldız2ThanhHuyNguyen1Gae¨lRichard1A.TaylanCemgil3AbstractwhereUisatwicecontinuouslydifferentiablefunct...
AsynchronousDecentralizedParallelStochasticGradientDescentXiangruLian1WeiZhang2CeZhang3JiLiu41AbstractFigure1.Centralizednetworkanddecentralizednetwork.MostcommonlyuseddistributedmachinelearningS-P...
AsynchronousByzantineMachineLearning(thecaseofSGD)GeorgiosDamaskinos1ElMahdiElMhamdi1RachidGuerraoui1RhicheekPatra1MahsaTaziki1Abstract1.IntroductionAsynchronousdistributedmachinelearningso-Tokeepu...
AsynchronousStochasticGradientDescentwithDelayCompensationShuxinZheng1QiMeng2TaifengWang3WeiChen3NenghaiYu2Zhi-MingMa4Tie-YanLiu3Abstract(Zhangetal.,2015;Chen&Huo,2016;Chenetal.,2016).Withthefastde...
AsynchronousDistributedVariationalGaussianProcessforRegressionHaoPeng1ShandianZhe1XiaoZhang1YuanQi2Abstractmodelsistheirexpensivecomputationalcost:exactGPin-ferencerequiresO(n3)timecomplexityandO(n...