"Stochastic"的相关文档 - 文库宝

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标签“Stochastic”的相关文档，共142条

The Power of Adaptivity for Stochastic Submodular Cover
ThePowerofAdaptivityforStochasticSubmodularCoverRohanGhuge1AnupamGupta2ViswanathNagarajan1Abstractsoleimanetal.,2015;Batenietal.,2018):herearetwoexamplesfromsensordeploymentandmedicaldiagnosis.Inth...
of for Submodular Stochastic the
2023-11-16 19:42:066222.32 MB10
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STRODE Stochastic Boundary Ordinary Differential Equation
STRODE:StochasticBoundaryOrdinaryDifferentialEquationHengguanHuang1HongfuLiu1HaoWang2ChangXiao1YeWang1Abstract2018;Ulrichetal.,1998).Decouplingtheperceptionoftimeandcontentfromsensoryinputsiscrucia...
Stochastic Ordinary Differential Equation Boundary
2023-11-16 19:41:5918612.88 MB17
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Stochastic Sign Descent Methods New Algorithms and Better Theory
StochasticSignDescentMethods:NewAlgorithmsandBetterTheoryMherSafaryan1PeterRichtárik12Abstracthencethetrainingdataistypicallysplitandstoredacrossanumberofcomputenodescapableofworkinginparallel.Var...
and Algorithms Descent Methods Stochastic
2023-11-16 19:41:575441.69 MB1
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Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions
StochasticMulti-ArmedBanditswithUnrestrictedDelayDistributionsTalLancewicki1ShaharSegal1TomerKoren12YishayMansour12Abstracttion,likeintheclassicStochasticMABproblem.However,WestudytheStochasticMult...
with Stochastic Delay Bandits Multi-armed
2023-11-16 19:41:57786402.74 KB28
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Stochastic Iterative Graph Matching
StochasticIterativeGraphMatchingLinfengLiu1MichaelC.Hughes1SohaHassoun12Li-PingLiu1AbstractLearning-basedgraphmatching(Caetanoetal.,2009;ZanﬁrandSminchisescu,2018;Yuetal.,2020;Wangetal.,2019a;Rece...
Matching Graph Stochastic Iterative
2023-11-16 19:41:579103.91 MB18
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Stability and Convergence of Stochastic Gradient Clipping Beyond Lipschitz Continuity and Smoothness
StabilityandConvergenceofStochasticGradientClipping:BeyondLipschitzContinuityandSmoothnessVienV.Mai1MikaelJohansson1Abstractproblemsareatthecoreofmanymachine-learningappli-cations,andareoftensolved...
of and Stability Gradient Convergence
2023-11-16 19:41:561384812.09 KB11
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Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
StabilityandGeneralizationofStochasticGradientMethodsforMinimaxProblemsYunwenLei1ZhenhuanYang2TianbaoYang3YimingYing2Abstracting(Goodfellowetal.,2014),robustoptimization(Chenetal.,2017;Namkoong&Duc...
of and Stability Gradient Methods
2023-11-16 19:41:56898903.55 KB20
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SGLB Stochastic Gradient Langevin Boosting
SGLB:StochasticGradientLangevinBoostingAlekseiUstimenko1LiudmilaProkhorenkova123AbstractLangevindynamics(SGLD),whichisapowerfuliterativeoptimizationalgorithm(Raginskyetal.,2017).ItturnsThispaperint...
Gradient Stochastic Langevin Boosting SGLB
2023-11-16 19:41:46818343.87 KB18
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Probabilistic Programs with Stochastic Conditioning
ProbabilisticProgramswithStochasticConditioningDavidTolpin1YuanZhou2TomRainforth3HongseokYang4Abstracttheprobability(massordensity)oftheobservationgiventhedistributionisusedininference(Carpentereta...
with Stochastic Probabilistic Programs Conditioning
2023-11-16 19:28:319131.83 MB10
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Private Stochastic Convex Optimization Optimal Rates in L1 Geometry
PrivateStochasticConvexOptimization:OptimalRatesin1GeometryHilalAsi1VitalyFeldman2TomerKoren3KunalTalwar2AbstractInthisproblem(DP-SCO),givenni.i.d.samplesz1,...,znfromadistributionP,wewishtorelease...
Optimization Stochastic in Optimal Convex
2023-11-16 19:28:31776358.69 KB10
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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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Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method
OptimalNon-ConvexExactRecoveryinStochasticBlockModelviaProjectedPowerMethodPengWang1HuikangLiu2ZiruiZhou3AnthonyMan-ChoSo1Abstractmodel(SBM),whichtendstogenerategraphscontainingunderlyingcommunitys...
Stochastic in Block Optimal Non-convex
2023-11-16 19:28:251761519.35 KB15
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Regret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient Approach
RegretMinimizationinStochasticNon-ConvexLearningviaaProximal-GradientApproachNadavHallak1PanayotisMertikopoulos2VolkanCevher3Abstractproblems,andtheycanadapttodifferentmeasuresofregretunderdifferen...
Learning Stochastic via in Non-convex
2023-11-16 19:28:23647361.94 KB11
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Multiplicative Noise and Heavy Tails in Stochastic Optimization
MultiplicativeNoiseandHeavyTailsinStochasticOptimizationLiamHodgkinson1MichaelW.Mahoney1Abstract(orquenching)perspective,examinesconvergenceeitherinexpectation(Chenetal.,2019;Zhouetal.,2018;GowerAl...
and Stochastic in Multiplicative Noise
2023-11-16 19:15:3110971.39 MB5
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Marginalized Stochastic Natural Gradients for Black-Box Variational Inference
MarginalizedStochasticNaturalGradientsforBlack-BoxVariationalInferenceGengJi12DeboraSujono2ErikB.Sudderth2Abstractupdatesingle(orsmallblocksof)variationalparameters,whileholdingallothersﬁxedtothei...
for Variational Stochastic Natural Gradients
2023-11-16 19:05:1314806.36 MB20
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Learning Stochastic Behaviour from Aggregate Data
LearningStochasticBehaviourfromAggregateDataShaojunMa1ShuLiu1HongyuanZha2HaominZhou1Abstractual,themainobjectiveoflearningdynamicsinaggregatedataistorecoverandpredicttheevolutionofdistributionLearn...
Learning from Stochastic Data Aggregate
2023-11-16 19:05:047933.99 MB28
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Learning in Nonzero-Sum Stochastic Games with Potentials
LearninginNonzero-SumStochasticGameswithPotentialsDavidMguni1YutongWu2YaliDu3YaodongYang13ZiyiWang2MinneLi3YingWen4JoelJennings1JunWang3Abstractautonomousvehiclesseekingtoarriveattheirindividualdes...
Learning with Stochastic in Games
2023-11-16 19:05:019171.65 MB5
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iDARTS Differentiable Architecture Search with Stochastic Implicit Gradients
iDARTS:DifferentiableArchitectureSearchwithStochasticImplicitGradientsMiaoZhang12StevenSu2ShiruiPan1XiaojunChang1EhsanAbbasnejad3RezaHaffari1Abstractplications(Renetal.,2020;Chengetal.,2020;Cheneta...
with Stochastic Search Differentiable Architecture
2023-11-16 18:46:591196367.18 KB29
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Finding the Stochastic Shortest Path with Low Regret the Adversarial Cost and Unknown Transition Case
FindingtheStochasticShortestPathwithLowRegret:TheAdversarialCostandUnknownTransitionCaseLiyuChen1HaipengLuo1Abstractendwithinaﬁxednumberofstepsisextensivelystudiedinrecentyears(oftenknownasepisodi...
with Stochastic the low Path
2023-11-16 18:38:12797422.01 KB6
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Fast Stochastic Bregman Gradient Methods Sharp Analysis and Variance Reduction
FastStochasticBregmanGradientMethods:SharpAnalysisandVarianceReductionRadu-AlexandruDragomir12MathieuEven23HadrienHendrikx23Abstractgoalistorecoveranunknownsignalfromalargenumberofnoisyobservations...
Gradient Analysis Methods Stochastic Fast
2023-11-16 18:38:098681.39 MB8
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