"Momentum"的相关文档

标签“Momentum”的相关文档，共11条

UCB Momentum Q-learning Correcting the bias without forgetting
UCBMomentumQ-learning:CorrectingthebiaswithoutforgettingPierreMénard1OmarDarwicheDomingues2XuedongShang23MichalValko234Abstractbalancetheexplorationoftheenvironmentandexploitationofthecurrentknowl...
the Momentum without Bias Correcting
2023-11-16 19:42:1513212.56 MB22
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SMG A Shuffling Gradient-Based Method with Momentum
SMG:AShufﬂingGradient-BasedMethodwithMomentumTrangH.Tran1LamM.Nguyen2QuocTran-Dinh3Abstractlearning,including,butnotlimitedto,logisticregression,multi-kernellearning,conditionalrandomﬁelds,andneu...
with Momentum Method Gradient-Based Shuffling
2023-11-16 19:41:51807774.67 KB22
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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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Positive-Negative Momentum Manipulating Stochastic Gradient Noise to Improve Generalization
Positive-NegativeMomentum:ManipulatingStochasticGradientNoisetoImproveGeneralizationZekeXie1LiYuan2ZhanxingZhu3MasashiSugiyama41AbstractItiswell-knownthatstochasticgradientnoise(SGN)instochasticopt...
Gradient Stochastic Momentum to Noise
2023-11-16 19:28:3016191.21 MB3
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Momentum Residual Neural Networks
MomentumResidualNeuralNetworksMichaelE.Sander12PierreAblin12MathieuBlondel3GabrielPeyre´12Abstract2019).Mostofdeeplearningtasksinvolvegraphicsprocess-ingunits(GPUs),wherememoryisapracticalbottlene...
Neural Networks Momentum Residual
2023-11-16 19:15:2814092.86 MB21
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Universal Asymptotic Optimality of Polyak Momentum
UniversalAverage-CaseOptimalityofPolyakMomentumDamienScieur1FabianPedregosa2Abstractmizationmethods.Thesimplexmethod,forexample,hasaworst-caseexponentialcomplexity,thatbecomespolyno-PolyakMomentum(...
of Momentum Optimality universal Asymptotic
2023-11-14 21:46:56571716.04 KB29
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Momentum Improves Normalized SGD
MomentumImprovesNormalizedSGDAshokCutkosky12HarshMehta1AbstractthatSGD’sconvergencerateisindependentofthedimen-sionoftheproblem,allowingittoscalemoreeasilytoWeprovideanimprovedanalysisofnormalized...
Momentum SGD Normalized Improves
2023-11-14 21:45:131796566.3 KB2
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Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth Non-Convex Optimization
ConvergenceofaStochasticGradientMethodwithMomentumforNon-SmoothNon-ConvexOptimizationVienV.Mai1MikaelJohansson1AbstractThisfunctionclassisveryrichandimportantinoptimiza-tion(Rockafellar,1982;Vial,1...
of with Gradient Convergence Stochastic
2023-11-14 21:43:3717631.16 MB15
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Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances
AcceleratedLinearConvergenceofStochasticMomentumMethodsinWassersteinDistancesBugraCan1MertGurbuzbalaban1LingjiongZhu2Abstractsupervisedlearningincludelinearandnon-linearregressionproblems,supportve...
of Methods Convergence Stochastic Accelerated
2023-11-13 14:46:16947313.05 KB26
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Katyusha X Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization
KatyushaX:PracticalMomentumMethodforStochasticSum-of-NonconvexOptimizationZeyuanAllen-Zhu1Abstractsolvingthem.Theproblemofminimizingsum-of-nonconvexAtleasttracingbackto2015,Shalev-Shwartz(2016)iden...
for Stochastic simple Momentum Method
2023-11-13 11:59:506321.14 MB23
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Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization
ConvergenceAnalysisofProximalGradientwithMomentumforNonconvexOptimizationQunweiLi1YiZhou1YingbinLiang1PramodK.Varshney1AbstractAlgorithm1APGInthiswork,weinvestigatetheacceleratedprox-Input:y1=x1=x0...
of with Gradient Analysis Convergence
2023-11-12 20:44:041357314.05 KB7
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