"Variance-Reduced"的相关文档

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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Estimate Sequences for Variance-Reduced Stochastic Composite Optimization
EstimateSequencesforVariance-ReducedStochasticCompositeOptimizationAndreiKulunchakov1JulienMairal1AbstractWhiletheﬁnite-sumsettingisaparticularcaseofexpecta-tion,thedeterministicnatureoftheresulti...
for Optimization Stochastic Variance-Reduced Composite
2023-11-13 14:47:041497422.05 KB13
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Stochastic Variance-Reduced Hamilton Monte Carlo Methods
StochasticVariance-ReducedHamiltonMonteCarloMethodsDifanZou1PanXu1QuanquanGu1Abstractconvergestoitsstationarydistribution,a.k.a.,theGibbsmeasure⇡/exp(f(x)).Notethat⇡issmoothandWeproposeafaststoch...
Methods Stochastic Monte Carlo Variance-Reduced
2023-11-13 12:00:4616831.28 MB9
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Stochastic Variance-Reduced Policy Gradient
StochasticVariance-ReducedPolicyGradientMatteoPapini1DamianoBinaghi1GiuseppeCanonaco1MatteoPirotta2MarcelloRestelli1Abstractavaluefunction,ordirectlyapolicydeﬁningtheagent’sbehaviour.Furthermore,...
Gradient Stochastic Policy Variance-Reduced
2023-11-13 12:00:461337513.95 KB12
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Stochastic Variance-Reduced Cubic Regularized Newton Methods
StochasticVariance-ReducedCubicRegularizedNewtonMethodsDongruoZhou1PanXu1QuanquanGu1Abstracttheirextensions(Ghadimi&Lan,2013;Reddietal.,2016a;Allen-Zhu&Hazan,2016;Ghadimi&Lan,2016).Never-Weproposea...
Newton Methods Stochastic Variance-Reduced Cubic
2023-11-13 12:00:4512431.08 MB17
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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 20:44:301432460.12 KB3
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