"Stochastic"的相关文档 - 文库宝

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标签“Stochastic”的相关文档，共142条

Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
AsynchronousStochasticQuasi-NewtonMCMCforNon-ConvexOptimizationUmutS¸ims¸ekli1C¸ag˘atayYıldız2ThanhHuyNguyen1Gae¨lRichard1A.TaylanCemgil3AbstractwhereUisatwicecontinuouslydifferentiablefunct...
for Optimization Asynchronous Stochastic Non-convex
2023-11-13 11:59:0511061.55 MB7
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Asynchronous Decentralized Parallel Stochastic Gradient Descent
AsynchronousDecentralizedParallelStochasticGradientDescentXiangruLian1WeiZhang2CeZhang3JiLiu41AbstractFigure1.Centralizednetworkanddecentralizednetwork.MostcommonlyuseddistributedmachinelearningS-P...
Gradient Descent Asynchronous Stochastic Decentralized
2023-11-13 11:59:0513434.29 MB12
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Stochastic Variance Reduction Methods for Policy Evaluation
StochasticVarianceReductionMethodsforPolicyEvaluationSimonS.Du1JianshuChen2LihongLi2LinXiao2DengyongZhou2Abstractimportantinformationfortheagenttooptimizeitspolicy.Forexample,policy-iterationalgori...
for Methods Stochastic Variance Reduction
2023-11-12 20:45:2115731.34 MB22
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Stochastic Gradient Monomial Gamma Sampler
StochasticGradientMonomialGammaSamplerYizheZhang1ChangyouChen1ZheGan1RicardoHenao1LawrenceCarin1Abstractics,leadingtoHamiltonianMonteCarlo(HMC)(Duaneetal.,1987).Aidedbygradientinformation,HMCisable...
Gradient Stochastic Sampler Monomial Gamma
2023-11-12 20:45:2016961.7 MB8
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Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms
StochasticModiﬁedEquationsandAdaptiveStochasticGradientAlgorithmsQianxiaoLi1ChengTai23WeinanE234Abstractwherek≥0and{γk}arei.i.duniformvariatestakingval-uesin{1,2,···,n}.Thestep-sizeηisthelea...
Adaptive and Algorithms Gradient Stochastic
2023-11-12 20:45:20988582.86 KB19
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Stochastic Gradient MCMC Methods for Hidden Markov Models
StochasticGradientMCMCMethodsforHiddenMarkovModelsYi-AnMa1NicholasJ.Foti1EmilyB.Fox1Abstractdistributioninthepresenceofsuchnoise.Signiﬁcanthead-wayhasbeenmadeindevelopingsuchcorrectSG-MCMCStochast...
for Gradient Hidden Markov Methods
2023-11-12 20:45:2011042.37 MB9
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Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification
StochasticDCAfortheLarge-sumofNon-convexFunctionsProblemanditsApplicationtoGroupVariableSelectioninClassiﬁcationHoaiAnLeThi1HoaiMinhLe1DuyNhatPhan1BachTran1AbstractNowadays,thegrowthoftechnologies...
of for Stochastic the Non-convex
2023-11-12 20:45:191480274.72 KB3
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Stochastic Generative Hashing
StochasticGenerativeHashingBoDai1RuiqiGuo2SanjivKumar2NiaoHe3LeSong1AbstractshowninthesupplementarymaterialD.Brute-forcelinearsearchisexpensiveforlargedatasets.ToalleviatethetimeLearning-basedbinar...
Generative Stochastic Hashing
2023-11-12 20:45:1916001.94 MB10
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Stochastic Convex Optimization Faster Local Growth Implies Faster Global Convergence
StochasticConvexOptimization:FasterLocalGrowthImpliesFasterGlobalConvergenceYiXu1QihangLin2TianbaoYang1Abstract1.IntroductionInthispaper,anewtheoryisdevelopedforﬁrst-Inthispaper,weareinterestedins...
Optimization Local Stochastic Convex Faster
2023-11-12 20:45:191306419.43 KB2
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Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values
StochasticAdaptiveQuasi-NewtonMethodsforMinimizingExpectedValuesChaoxuZhou∗1WenboGao∗1DonaldGoldfarb1AbstractinfeasibletoanalyticallycomputeEf(x,ξ).ThiscanberesolvedbyreplacingtheexpectationEf(x...
Adaptive for Methods Stochastic Minimizing
2023-11-12 20:45:181230502.52 KB3
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Stochastic Bouncy Particle Sampler
StochasticBouncyParticleSamplerAriPakman1DarGilboa1DavidCarlson2LiamPaninski1Abstractinclude(Ahnetal.,2012;Dingetal.,2014).WeintroduceaStochasticversionofthenon-Despitethesuccessoftheaboveapproach,...
Stochastic Sampler Bouncy Particle
2023-11-12 20:45:1816711.17 MB2
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Robust Guarantees of Stochastic Greedy Algorithms
RobustGuaranteesofStochasticGreedyAlgorithmsAvinatanHassidim1YaronSinger2Abstractf(H).Manyfundamentalmeasuressuchasentropy,di-versity,andclusteringcanbemodeledassubmodularfunc-Inthispaperweanalyzet...
of Algorithms Guarantees Stochastic Robust
2023-11-12 20:45:091401332.51 KB8
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Online Learning to Rank in Stochastic Click Models
OnlineLearningtoRankinStochasticClickModelsMasrourZoghi1TomasTunys2MohammadGhavamzadeh3BranislavKveton4CsabaSzepesvari5ZhengWen4Abstractetal.,2006;Zoghietal.,2016)thatthefeedbackofusers,thatisclick...
Learning Rank Online Stochastic in
2023-11-12 20:44:58534579.04 KB2
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Natasha Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter
Natasha:FasterNon-ConvexStochasticOptimizationviaStronglyNon-ConvexParameterZeyuanAllen-Zhu1Abstractrandom∇fi(x).Givenanon-convexfunctionf(x)thatisanav-•Theso-calledproximaltermψ(x)addsmoregener...
Optimization Stochastic via Faster Non-convex
2023-11-12 20:44:521106962.56 KB14
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Learning Stable Stochastic Nonlinear Dynamical Systems
LearningStableStochasticNonlinearDynamicalSystemsJonasUmlauft1SandraHirche1Abstractrobotictaskisgiventhroughhumandemonstrations,e.g.,objectgrasping.ThegoalistorepresentthemotionwithaAdata-drivenide...
Learning Stochastic Systems Stable Nonlinear
2023-11-12 20:44:411241562.73 KB5
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Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution
ImprovingStochasticPolicyGradientsinContinuousControlwithDeepReinforcementLearningusingtheBetaDistributionPo-WeiChou1DanielMaturana1SebastianScherer1AbstractFigure1.Anexampleofcontinuouscontrolwith...
Stochastic in Policy Improving Gradients
2023-11-12 20:44:3216491.2 MB2
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High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm
High-DimensionalVariance-ReducedStochasticGradientExpectation-MaximizationAlgorithmRongdaZhu1LingxiaoWang2ChengxiangZhai3QuanquanGu2Abstractstudies(Balakrishnanetal.,2014;Wangetal.,2014;Yi&Caramani...
Gradient Algorithm Stochastic High-dimensional Variance-Reduced
2023-11-12 20:44:301433460.12 KB3
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Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC
DeepLatentDirichletAllocationwithTopic-Layer-AdaptiveStochasticGradientRiemannianMCMCYulaiCong1BoChen1HongweiLiu1MingyuanZhou2Abstractsuchasdeepbeliefnetwork(DBN)(Hintonetal.,2006)anddeepBoltzmannm...
with Deep Stochastic Latent Dirichlet
2023-11-12 20:44:096141.57 MB27
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Conditional Accelerated Lazy Stochastic Gradient Descent
ConditionalAcceleratedLazyStochasticGradientDescentGuanghuiLan1SebastianPokutta1YiZhou1DanielZink1AbstractComparedtomostotherﬁrst-ordermethods,suchase.g.,gradientdescentalgorithmsandacceleratedgra...
Gradient Descent Stochastic Conditional Accelerated
2023-11-12 20:44:0217232.74 MB12
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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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