"Optimization"的相关文档 - 文库宝

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标签“Optimization”的相关文档，共171条

Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Less-Than-Single-Pass Optimization with Nearly Optimal Generalization
HybridStochastic-DeterministicMinibatchProximalGradient:Less-Than-Single-PassOptimizationwithNearlyOptimalGeneralizationPanZhou1Xiao-TongYuan2Abstract1.IntroductionStochasticvariance-reducedgradien...
Optimization Gradient Proximal Hybrid Minibatch
2023-11-14 21:44:321564239.19 KB13
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GraphOpt Learning Optimization Models of Graph Formation
GraphOpt:LearningOptimizationModelsofGraphFormationRakshitTrivedi1JiachenYang1HongyuanZha12AbstractFigure1.⌦issetoflatentobjectivefunctions{Fi},anyofwhichcouldleadtoobservedgraphGwhenoptimised.Our...
Learning of Optimization Models Graph
2023-11-14 21:44:288682.68 MB11
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Global Concavity and Optimization in a Class of Dynamic Discrete Choice Models
GlobalConcavityandOptimizationinaClassofDynamicDiscreteChoiceModelsYidingFeng1EkaterinaKhmelnitskaya2DenisNekipelov2Abstract1.IntroductionDiscretechoicemodelswithunobservedhetero-Dynamicdiscretecho...
of Optimization and in Global
2023-11-14 21:44:23619517.77 KB3
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Finite-Time Convergence in Continuous-Time Optimization
Finite-TimeConvergenceinContinuous-TimeOptimizationOrlandoRomero1MouhacineBenosman2AbstractsmoothBanachspaceX(typicallyaEuclideanorotherwiseﬁnite-dimensionalrealvectorspaceinnonlinearprogram-Inthi...
Optimization Convergence in Continuous-Time Finite-Time
2023-11-14 21:44:159131.43 MB22
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Explicit Gradient Learning for Black-Box Optimization
ExplicitGradientLearningforBlack-BoxOptimizationEladSaraﬁan1MorSinay1YoramLouzoun1NoaAgmon1SaritKraus1Abstractreal-worldphysicsornumericalsimulation.Black-BoxOp-timization(BBO)algorithms(Audet&Har...
Learning for Optimization Gradient Black-box
2023-11-14 21:44:0817537.33 MB2
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Expert Learning through Generalized Inverse Multiobjective Optimization Models, Insights and Algorithms
ExpertLearningthroughGeneralizedInverseMultiobjectiveOptimization:Models,Insights,andAlgorithmsChaoshengDong1BoZeng1Abstractthehumandecisionmaker’sdecisionswhilecannotdirectlyaccessherunderlyingde...
Learning Optimization through Expert Inverse
2023-11-14 21:44:067672.03 MB2
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Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
DynamicKnapsackOptimizationTowardsEfﬁcientMulti-ChannelSequentialAdvertisingXiaotianHao1ZhaoqingPeng2YiMa1GuanWang3JunqiJin2JianyeHao1ShanChen2RongquanBai2MingzhouXie2MiaoXu2ZhenzheZheng4ChuanYu2H...
Efficient Optimization Dynamic Sequential Towards
2023-11-14 21:43:5715131.06 MB11
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Distributed Online Optimization over a Heterogeneous Network
DistributedOnlineOptimizationoveraHeterogeneousNetworkNimaEshraghi1BenLiang1Abstract2013),networking(Shietal.,2018),andmachinelearning(Shalev-Shwartz,2012).IndistributedonlineOptimizationoveracom-p...
Online Distributed Optimization Network over
2023-11-14 21:43:511317559.22 KB11
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DINO Distributed Newton-Type Optimization Method
DINO:DistributedNewton-TypeOptimizationMethodRixonCrane1FredRoosta12Abstractwhereiisalossfunctioncorrespondingtoxiandparam-eterizedbyw.Forexample,suchsettingsarepopularinWepresentanovelcommunicatio...
Distributed Optimization Method DINO Newton-Type
2023-11-14 21:43:48934466.84 KB13
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Communication-Efficient Distributed PCA by Riemannian Optimization
Communication-EfﬁcientDistributedPCAbyRiemannianOptimizationLong-KaiHuang1SinnoJialinPan1Abstractfollowingempiricalriskminimization(ERM)problemInthispaper,westudytheleadingeigenvec-w∗=argminFˆ(w...
Distributed Optimization by Communication-efficient Riemannian
2023-11-14 21:43:291270387.04 KB7
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Choice Set Optimization Under Discrete Choice Models of Group Decisions
ChoiceSetOptimizationUnderDiscreteChoiceModelsofGroupDecisionsKiranTomlinson1AustinR.Benson1Abstractatownmightpreferdifferentgovernmentpolicies.Thewaythatpeoplemakechoicesorexhibitpref-Muchofthecom...
of Optimization Models Choice under
2023-11-14 21:43:2610091.17 MB5
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Bidirectional Model-based Policy Optimization
BidirectionalModel-basedPolicyOptimizationHangLai1JianShen1WeinanZhang1YongYu1Abstractbehindtheirmodel-freecounterpartsduetomodelerror,whichisespeciallysevereformulti-steprolloutbecauseofModel-base...
Optimization Bidirectional Model-Based Policy
2023-11-14 21:43:1616872.71 MB16
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A simpler approach to accelerated Optimization iterative averaging meets optimism
ASimplerApproachtoAcceleratedStochasticOptimization:IterativeAveragingMeetsOptimismPooriaJoulani1AnantRaj2Andra´sGyo¨rgy1CsabaSzepesva´ri13Abstractblynon-smooth)convexfunction.Whenφ=0,andgivena...
Optimization Accelerated to Approach Iterative
2023-11-14 21:42:53779330.61 KB16
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A distributional view on multi objective policy Optimization
ADistributionalViewonMulti-ObjectivePolicyOptimizationAbbasAbdolmaleki1SandyH.Huang1LeonardHasenclever1MichaelNeunert1H.FrancisSong1MartinaZambelli1MuriloF.Martins1NicolasHeess1RaiaHadsell1MartinRi...
Optimization on Policy Distributional View
2023-11-14 17:19:2420011.71 MB14
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A Chance-Constrained Generative Framework for Sequence Optimization
AChance-ConstrainedGenerativeFrameworkforSequenceOptimizationXianggenLiu12QiangLiu3SenSong1JianPeng2Abstractlong-rangeconstraints(e.g.,valencyconditionsinmoleculargeneration),pushingthediscretesear...
for Optimization Generative Sequence Framework
2023-11-14 17:19:241935813.33 KB10
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Trimming the $ ell_1$ Regularizer Statistical Analysis, Optimization, and Applications to Deep Learning
Trimmingthe1Regularizer:StatisticalAnalysis,Optimization,andApplicationstoDeepLearningJihunYun1PengZheng2EunhoYang13Aure´lieC.Lozano4AleksandrAravkin2Abstractconstraintsontheestimationparameters.S...
Optimization ell Analysis the Statistical
2023-11-13 14:48:5215811.06 MB28
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Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence
StochasticOptimizationforDCFunctionsandNon-smoothNon-convexRegularizerswithNon-asymptoticConvergenceYiXu1QiQi1QihangLin2RongJin3TianbaoYang1Abstractwhereg(·)andh(·)arereal-valuedlower-semicontinu...
for Optimization Non-Smooth and Stochastic
2023-11-13 14:48:381218544.36 KB12
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Sever A Robust Meta-Algorithm for Stochastic Optimization
SEVER:ARobustMeta-AlgorithmforStochasticOptimization1IliasDiakonikolas1GautamKamath2DanielM.Kane3JerryLi4JacobSteinhardt5AlistairStewart6Abstractbergetal.,2002;Lietal.,2008)requiringpainstakingman-...
for Optimization Stochastic Robust Sever
2023-11-13 14:48:321702373.1 KB11
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Predictor-Corrector Policy Optimization
Predictor-CorrectorPolicyOptimizationChing-AnCheng12XinyanYan1NathanRatliff2ByronBoots12AbstractModel-basedRLmethodsimprovesampleefﬁciencybyleveraginganaccuratemodelthatcancheaplysimulatein-Wepres...
Optimization Policy Predictor-Corrector
2023-11-13 14:48:171139634.53 KB18
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Optimistic Policy Optimization via Multiple Importance Sampling
OptimisticPolicyOptimizationviaMultipleImportanceSamplingMatteoPapini1AlbertoMariaMetelli1LorenzoLupo1MarcelloRestelli1Abstractpeholtetal.,2018).Thisiswellmotivated,asinteractingwithsomeenvironment...
Optimization Sampling via Multiple Policy
2023-11-13 14:48:101004516.62 KB23
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