"Communication-efficient"的相关文档

标签“Communication-efficient”的相关文档，共8条

Communication-efficient Distributed SVD via Local Power Iterations
Communication-EfﬁcientDistributedSVDviaLocalPowerIterationsXiangLi1ShusenWang2KunChen1ZhihuaZhang1AbstractWheneithernordisbig,thedatamatrixA∈Rn×dmaynotﬁtinthememory,makingstandardsingle-machine...
Distributed Local via Communication-efficient Power
2023-11-16 18:11:231632643.25 KB14
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Communication-efficient Distributed Optimization with Quantized Preconditioners
Communication-EfﬁcientDistributedOptimizationwithQuantizedPreconditionersFoivosAlimisis1PeterDavies2DanAlistarh23AbstractInthispaper,wefocusonthecommunication(bit)com-plexityoftheclassicempiricalr...
Distributed Optimization with Communication-efficient Quantized
2023-11-16 18:11:22759419.03 KB28
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Manifold Identification for Ultimately Communication-efficient Distributed Optimization
ManifoldIdentiﬁcationforUltimatelyCommunication-EfﬁcientDistributedOptimizationYu-ShengLi1Wei-LinChiang1Ching-peiLee2Abstractinrecentyears.Indistributedoptimization,theadditionalcomputingpowerand...
for Distributed Optimization Identification Communication-efficient
2023-11-14 21:45:079474 MB4
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FedBoost A Communication-efficient Algorithm for Federated Learning
FedBoost:Communication-EfﬁcientAlgorithmsforFederatedLearningJennyHamer1MehryarMohri12AnandaTheerthaSuresh1Abstracttotheserverandcanbecombinedwithcryptographictech-niquesforadditionallayersofpriva...
Learning for Algorithm Communication-efficient Federated
2023-11-14 21:44:131028406.61 KB27
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Communication-efficient Federated Learning with Sketching
FetchSGD:Communication-EfﬁcientFederatedLearningwithSketchingDanielRothchild∗1AshwineePanda∗1EnayatUllah2NikitaIvkin3IonStoica1VladimirBraverman2JosephGonzalez1RamanArora2Abstract2018).Evenwitho...
Learning with Communication-efficient Sketching Federated
2023-11-14 21:43:309543.52 MB20
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Communication-efficient Distributed Stochastic AUC Maximization with Deep Neural Networks
Communication-EfﬁcientDistributedStochasticAUCMaximizationwithDeepNeuralNetworksZhishuaiGuo1MingruiLiu1ZhuoningYuan1LiShen2WeiLiu2TianbaoYang1Abstract1.IntroductionInthispaper,westudydistributedal...
Maximization Distributed with Deep Stochastic
2023-11-14 21:43:306201.52 MB28
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Communication-efficient Distributed PCA by Riemannian Optimization
Communication-EfﬁcientDistributedPCAbyRiemannianOptimizationLong-KaiHuang1SinnoJialinPan1Abstractfollowingempiricalriskminimization(ERM)problemInthispaper,westudytheleadingeigenvec-w∗=argminFˆ(w...
Distributed Optimization by Communication-efficient Riemannian
2023-11-14 21:43:291270387.04 KB7
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Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis
Communication-efﬁcientAlgorithmsforDistributedStochasticPrincipalComponentAnalysisDanGarber1OhadShamir2NathanSrebro3Abstractchinelearning.FordatathatconsistsofNvectorsinWestudythefundamentalproble...
for Distributed Algorithms Stochastic Communication-efficient
2023-11-12 20:44:011538595.22 KB10
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