"Decentralized"的相关文档 - 文库宝

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标签“Decentralized”的相关文档，共25条

Quasi-global Momentum Accelerating Decentralized Deep Learning on Heterogeneous Data
Quasi-GlobalMomentum:AcceleratingDecentralizedDeepLearningonHeterogeneousDataTaoLin1SaiPraneethKarimireddy1SebastianU.Stich1MartinJaggi1Abstractiskeptlocally(nevertransmittedduringtraining).Decentr...
Learning on Deep Momentum Decentralized
2023-11-16 19:28:3717598.84 MB1
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Optimal Complexity in Decentralized Training
OptimalComplexityinDecentralizedTrainingYuchengLu1ChristopherDeSa1AbstractTable1.Designchoiceofcentralizationanddecentralizationindifferentlayersofaparallelmachinelearningsystem.TheprotocolDecentra...
Complexity in Optimal Decentralized Training
2023-11-16 19:28:2518931.07 MB1
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Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
LearningFairPoliciesinDecentralizedCooperativeMulti-AgentReinforcementLearningMatthieuZimmer1ClaireGlanois1UmerSiddique1PaulWeng12Abstractcurrentmainfocusisontheirperformancewithrespecttothetotal(o...
Learning in Multi-Agent Decentralized Policies
2023-11-16 19:04:5915315.08 MB17
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KD3A Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation
KD3A:UnsupervisedMulti-SourceDecentralizedDomainAdaptationviaKnowledgeDistillationHao-zheFeng1ZhaoyangYou2MinghaoChen1TianyeZhang1MinfengZhu1FeiWu2ChaoWu3WeiChen1Abstracttotrainthemodel.However,due...
Unsupervised Domain Adaptation via Decentralized
2023-11-16 18:47:0610106.96 MB19
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Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games
DecentralizedSingle-TimescaleActorCriticonZero-SumTwo-PlayerStochasticGamesHongyiGuo1ZuyueFu1ZhuoranYang2ZhaoranWang1AbstractasMarkovdecisionprocess(Puterman,2014,MDP),whereanagentaimstolearnanopti...
on Stochastic Decentralized Zero-Sum Actor-Critic
2023-11-16 18:30:581290314.39 KB25
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Decentralized Riemannian Gradient Descent on the Stiefel Manifold
DecentralizedRiemannianGradientDescentontheStiefelManifoldShixiangChen1AlfredoGarcia1MingyiHong2ShahinShahrampour1AbstractagentoptimizationproblemWeconsiderdistributednon-convexoptimization1nwherea...
Gradient Descent on the Decentralized
2023-11-16 18:30:585493.86 MB2
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Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data
Cross-GradientAggregationforDecentralizedLearningfromNon-IIDDataYasamanEsfandiari1SinYongTan1ZhanhongJiang2AdityaBalu1EthanHerron1ChinmayHegde3SoumikSarkar1AbstractFigure1.Algorithmoverview.Inthepr...
Learning for Aggregation from Decentralized
2023-11-16 18:30:531965670.12 KB14
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Consensus Control for Decentralized Deep Learning
ConsensusControlforDecentralizedDeepLearningLingjingKong1TaoLin1AnastasiaKoloskova1MartinJaggi1SebastianU.Stich1Abstractlocalmini-batchgradientscomputedondifferentsubsetsofthedata,forthelatersynchr...
Learning for Consensus Deep Decentralized
2023-11-16 18:11:1312224.35 MB18
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Beyond $log^2(T)$ regret for Decentralized bandits in matching markets
Beyondlog2(T)RegretforDecentralizedBanditsinMatchingMarketsSoumyaBasu1KarthikAbinavSankararaman2AbishekSankararaman3Abstractbanditsisdedicatedtounderstandingalgorithmicprinciplesintheinterplayofcom...
for in Beyond Decentralized Bandits
2023-11-16 18:07:3616906.04 MB15
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ADOM Accelerated Decentralized Optimization Method for Time-Varying Networks
ADOM:AcceleratedDecentralizedOptimizationMethodforTime-VaryingNetworksDmitryKovalev1EgorShulgin1PeterRichta´rik1AlexanderRogozin23AlexanderGasnikov23Abstract⇒⇒WeproposeADOM–anacceleratedmethodf...
for Optimization Accelerated Decentralized Method
2023-11-16 18:00:268054.53 MB8
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Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction
AsynchronousDecentralizedOptimizationWithImplicitStochasticVarianceReductionKentaNiwa12GuoqiangZhang3W.BastiaanKleijn4NoboruHarada12HiroshiSawada1AkinoriFujino1AbstractOurgoalistofacilitateMLmodelt...
Optimization with Asynchronous Stochastic Variance
2023-11-16 18:00:1810621.39 MB25
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A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization
AHybridVariance-ReducedMethodforDecentralizedStochasticNon-ConvexOptimizationRanXin1UsmanA.Khan2SoummyaKar1Abstractistosolve,vialocalcomputationandcommunication,thefollowingoptimizationproblem:This...
for Stochastic Decentralized Method Non-convex
2023-11-16 17:52:037514.5 MB4
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The Non-IID Data Quagmire of Decentralized Machine Learning
TheNon-IIDDataQuagmireofDecentralizedMachineLearningKevinHsieh12AmarPhanishayee1OnurMutlu32PhillipB.Gibbons2AbstractTheseconstraintsmotivatetheneedforMLtrainingoverwidelydistributeddata(decentraliz...
of the Data Decentralized Machine
2023-11-14 21:46:45612843.51 KB25
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Quantized Decentralized Stochastic Learning over Directed Graphs
QuantizedDecentralizedStochasticLearningoverDirectedGraphsHosseinTaheri1AryanMokhtari2HamedHassani3RamtinPedarsani1AbstractDecentralizedlearningistooptimizeafunctionf:Rd→Rdeﬁnedastheaverageoffunc...
Learning Stochastic graphs Decentralized Quantized
2023-11-14 21:46:01859583.22 KB13
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Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing
OptimallySolvingTwo-AgentDecentralizedPOMDPsUnderOne-SidedInformationSharingYuxuanXie1JillesS.Dibangoye1OlivierBuffet2Abstractalongwiththeirdoubleexponentialgrowthwithagentsandtimeexplaintheworst-c...
Decentralized under POMDPs Solving optimally
2023-11-14 21:45:431151293.49 KB28
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Moniqua Modulo Quantized Communication in Decentralized SGD
Moniqua:ModuloQuantizedCommunicationinDecentralizedSGDYuchengLu1ChristopherDeSa1Abstract(Lietal.,2014a;b)ortheMPIAllReduceoperation(Groppetal.,1999).Suchadesign,however,putsheavypressureRunningStoc...
in Decentralized Communication SGD Quantized
2023-11-14 21:45:149764.99 MB30
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A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
AUniﬁedTheoryofDecentralizedSGDwithChangingTopologyandLocalUpdatesAnastasiaKoloskova1NicolasLoizou2SadraBoreiri1MartinJaggi1SebastianU.Stich1Abstractetal.,2016;2017;Kairouzetal.,2019)hasemerged,bu...
of with Decentralized Theory Unified
2023-11-14 21:42:5412562.32 MB11
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Decentralized Exploration in Multi-Armed Bandits
DecentralizedExplorationinMulti-ArmedBanditsRaphaëlFéraud1RédaAlami1RomainLaroche2Abstractviceisconnectingtotheapplication,theapplicationpresentsanoptiontotheuserofthedevice.TheaimistomaximizeWe...
in Exploration Decentralized Bandits Multi-armed
2023-11-13 14:46:49955373.98 KB20
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Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
DecentralizedStochasticOptimizationandGossipAlgorithmswithCompressedCommunicationAnastasiaKoloskova1SebastianU.Stich1MartinJaggi1Abstracttionwithneighboringdevices.Thiscoversforinstancetheclassicse...
Optimization and Algorithms with Stochastic
2023-11-13 14:46:4913213.16 MB29
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Towards More Efficient Stochastic Decentralized Learning Faster Convergence and Sparse Communication
TowardsMoreEfﬁcientStochasticDecentralizedLearning:FasterConvergenceandSparseCommunicationZebangShen12AryanMokhtari3TengfeiZhou1PeilinZhao4HuiQian1Abstractvariableofnoden,theproblemofinterestisRec...
Learning Efficient Stochastic Decentralized Faster
2023-11-13 12:00:541262548.94 KB25
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