"Variance"的相关文档 - 文库宝

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标签“Variance”的相关文档，共25条

Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums
VarianceReductionviaPrimal-DualAcceleratedDualAveragingforNonsmoothConvexFinite-SumsChaobingSong1StephenJ.Wright1JelenaDiakonikolas1Abstractvectorswithntypicallylarge;gi:R!R,i=1,2,...,n,bepossiblyn...
Variance Reduction via Accelerated Primal-Dual
2023-11-16 19:42:2212591.6 MB27
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Variance Reduced Training with Stratified Sampling for Forecasting Models
VarianceReducedTrainingwithStratiﬁedSamplingforForecastingModelsYuchengLu12YoungsukPark2LifanChen2YuyangWang2ChristopherDeSa1DeanFoster34Abstract2004)arethefolkloremethodsformodelingthedynamicsofa...
for Sampling with Variance Reduced
2023-11-16 19:42:22588695.21 KB29
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Beyond Variance Reduction Understanding the True Impact of Baselines on Policy Optimization
BeyondVarianceReduction:UnderstandingtheTrueImpactofBaselinesonPolicyOptimizationWesleyChung1ValentinThomas2MarlosC.Machado345NicolasLeRoux612Abstract&Cesa-Bianchi,2012).Whiletheformermeasureisofte...
the Variance Reduction Beyond Understanding
2023-11-16 18:07:365703.69 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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Variance Reduction in Stochastic Particle-Optimization Sampling
VarianceReductioninStochasticParticle-OptimizationSamplingJianyiZhang1YangZhao2RuiyiZhang1LawrenceCarin1ChangyouChen2AbstractThesemethodshavefacilitatedimportantreal-worldappli-cationsandachievedim...
Sampling Stochastic Variance Reduction in
2023-11-14 21:46:5913364.18 MB7
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Variance Reduction and Quasi-Newton for Particle-Based Variational Inference
VarianceReductionandQuasi-NewtonforParticle-BasedVariationalInferenceMichaelH.Zhu1ChangLiu2JunZhu3AbstractexactestimatorofEp[f(X)]asM→∞.Variationalin-ference(VI)methods(Wainwrightetal.,2008;Bleie...
for Variational and Variance Reduction
2023-11-14 21:46:581368573.04 KB13
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Variance Reduced Coordinate Descent with Acceleration New Method With a Surprising Application to Finite-Sum Problems
VarianceReducedCoordinateDescentwithAcceleration:NewMethodWithaSurprisingApplicationtoFinite-SumProblemsFilipHanzely1DmitryKovalev1PeterRichta´rik1Abstractcontrast,ifψisnotseparable,thecorrespond...
with Coordinate Descent Variance New
2023-11-14 21:46:581459695.38 KB4
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Meta Variance Transfer Learning to Augment from the Others
MetaVarianceTransfer:LearningtoAugmentfromTheOthersSeong-JinPark1SeungjuHan1JiwonBaek1InsooKim1JuhwanSong1HaeBeomLee2Jae-JoonHan1SungJuHwang2Abstractcepts.However,collectingacompletedatasetwithallp...
Learning from Variance to Transfer
2023-11-14 21:45:09624641.78 KB10
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Low Bias Low Variance Gradient Estimates for Hierarchical Boolean Stochastic Networks
LowBiasLowVarianceGradientEstimatesforHierarchicalBooleanStochasticNetworksAdeelPervez1TacoCohen2EfstratiosGavves1Abstractgradients,onecansamplegradientsfromsomedistribu-tion.Thesampleestimatescanb...
for Gradient Variance Hierarchical low
2023-11-14 21:45:051025738.96 KB5
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History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms
History-GradientAidedBatchSizeAdaptationforVarianceReducedAlgorithmsKaiyiJi1ZheWang1BowenWeng1YiZhou2WeiZhang3YingbinLiang1AbstracthavebeenproposedtoreducetheVarianceofSGD.SuchVariancereductiontech...
for Adaptation Variance Batch Aided
2023-11-14 21:44:3011336.46 MB1
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Double Trouble in Double Descent Bias and Variance(s) in the Lazy Regime
DoubleTroubleinDoubleDescent:BiasandVariance(s)intheLazyRegimeSte´phaned’Ascoli1MariaReﬁnetti1GiulioBiroli1FlorentKrzakala1Abstractrecognition(Hintonetal.,2012),andautomatictransla-tion(Sutskeve...
and Descent Variance in Bias
2023-11-14 21:43:5419251.08 MB12
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Almost Tune-Free Variance Reduction
AlmostTune-FreeVarianceReductionBingcongLi1LingdaWang2GeorgiosB.Giannakis1AbstractThestandardapproachtosolve(1)isgradientdescent(GD)(Nesterov,2004),whichupdatesthedecisionvariableviaTheVarianceredu...
Variance Reduction Almost Tune-Free
2023-11-14 21:43:04732475.97 KB15
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Online Variance Reduction with Mixtures
OnlineVarianceReductionwithMixturesZalánBorsos1SebastianCuri1KﬁrY.Levy1AndreasKrause1AbstractWhymixtures?Themajorityofexistingworksonadap-tivesamplingdistributionsareunabletoexploitsimilaritiesAd...
Online with Variance Reduction Mixtures
2023-11-13 14:48:0815021.79 MB29
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Nonconvex Variance Reduced Optimization with Arbitrary Sampling
NonconvexVarianceReducedOptimizationwithArbitrarySamplingSamuelHorváth1PeterRichtárik123Abstractwherexcorrespondstotheparametersdeﬁningamodel,fi(x)isthelossofthemodelxassociatedwithdatapointWepr...
Optimization Sampling with Variance Nonconvex
2023-11-13 14:47:591114925.74 KB12
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Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization
ImprovedZeroth-OrderVarianceReducedAlgorithmsandAnalysisforNonconvexOptimizationKaiyiJi1ZheWang1YiZhou2YingbinLiang1Abstract1.IntroductionTwotypesofzeroth-orderstochasticalgorithmsZeroth-orderoptim...
and Algorithms Analysis Variance Improved
2023-11-13 14:47:2917741.18 MB10
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Control Regularization for Reduced Variance Reinforcement Learning
ControlRegularizationforReducedVarianceReinforcementLearningRichardCheng1AbhinavVerma2Ga´borOrosz3SwaratChaudhuri2YisongYue1JoelW.Burdick1Abstractrithmsfocusonmaximizingthelong-termrewardthroughtr...
Learning for Reinforcement Variance Control
2023-11-13 14:46:459521.16 MB10
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Adaptive Antithetic Sampling for Variance Reduction
AdaptiveAntitheticSamplingforVarianceReductionHongyuRen1ShengjiaZhao1StefanoErmon1AbstractbytheVarianceoftheestimator.Thus,withlowervari-ancewecouldachievebetterestimationerrorguarantees.Variancere...
Adaptive for Sampling Variance Reduction
2023-11-13 14:46:189681.01 MB9
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On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo
OntheTheoryofVarianceReductionforStochasticGradientMonteCarloNiladriS.Chatterji1NicolasFlammarion2Yi-AnMa2PeterL.Bartlett23MichaelI.Jordan23AbstractsothatefﬁcientapproachestoMonteCarlosamplingarer...
of for on the Variance
2023-11-13 12:00:201978725.51 KB27
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Fast Variance Reduction Method with Stochastic Batch Size
FastVarianceReductionMethodwithStochasticBatchSizeXuanqingLiu1Cho-JuiHsieh12AbstractHereweassumeeachfi(w)isaµ-stronglyconvex,L-smoothfunction,theregularizationtermg(w)isconvexInthispaperwestudyafa...
with Stochastic Variance Reduction Fast
2023-11-13 11:59:34761538.59 KB11
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Dissipativity Theory for Accelerating Stochastic Variance Reduction A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
DissipativityTheoryforAcceleratingStochasticVarianceReduction:AUniﬁedAnalysisofSVRGandKatyushaUsingSemideﬁniteProgramsBinHu1StephenWright1LaurentLessard1AbstractMonro,1951;Bottou&LeCun,2003).Rece...
for Stochastic Variance Reduction Dissipativity
2023-11-13 11:59:29766266.06 KB22
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