"Optimization"的相关文档 - 文库宝

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标签“Optimization”的相关文档，共171条

Structured Variationally Auto-encoded Optimization
StructuredVariationallyAuto-encodedOptimizationXiaoyuLu1JavierGonzález2ZhenwenDai2NeilD.Lawrence23Abstractwhichmakestheproblemspeciallyhardtotreatasdifferentnetworkconﬁgurationscannotberepresente...
Optimization Structured Variationally Auto-encoded
2023-11-13 12:00:4711974.58 MB17
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Stagewise Safe Bayesian Optimization with Gaussian Processes
StagewiseSafeBayesianOptimizationwithGaussianProcessesYananSui1VincentZhuang1JoelW.Burdick1YisongYue1AbstractManyoftheseapplicationsarealsosubjecttoavarietyofsafetyconstraints,sothatactionscannotbe...
Optimization with Gaussian Bayesian Processes
2023-11-13 12:00:4315461005.7 KB17
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Shampoo Preconditioned Stochastic Tensor Optimization
Shampoo:PreconditionedStochasticTensorOptimizationVineetGupta1TomerKoren1YoramSinger21AbstractNocedal,1980)thatcanbeusedwheneversecond-orderinformationisunavailableortooexpensivetocompute.Precondit...
Optimization Stochastic Tensor Shampoo Preconditioned
2023-11-13 12:00:4015101.76 MB17
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Projection-Free Online Optimization with Stochastic Gradient From Convexity to Submodularity
Projection-FreeOnlineOptimizationwithStochasticGradient:FromConvexitytoSubmodularityLinChen12ChristopherHarshaw13HamedHassani4AminKarbasi12Abstract1.IntroductionOnlineOptimizationhasbeenasuccessful...
from Online Optimization with Gradient
2023-11-13 12:00:281778538.9 KB12
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Policy Optimization with Demonstrations
PolicyOptimizationwithDemonstrationsBingyiKang1ZequnJie2JiashiFeng1Abstractonheuristicexplorationstrategies,e.g.,-greedyforvaluebasedmethods(VanHasseltetal.,2016)andnoise-basedExplorationremainsasi...
Optimization with Policy Demonstrations
2023-11-13 12:00:2611751.44 MB3
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Policy Optimization as Wasserstein Gradient Flows
PolicyOptimizationasWassersteinGradientFlowsRuiyiZhang1ChangyouChen2ChunyuanLi1LawrenceCarin1Abstractwiththeenvironment.PolicyOptimizationisacorecomponentofrein-Astandardtechniqueforpolicylearningi...
Optimization Gradient Policy Wasserstein Flows
2023-11-13 12:00:2619751.66 MB14
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Optimization, fast and slow optimally switching between local and Bayesian Optimization
Optimization,FastandSlow:OptimallySwitchingbetweenLocalandBayesianOptimizationMarkMcLeod1MichaelA.Osborne12StephenJ.Roberts12AbstractposteriorsproducedbytheGParemultivariateGaussian,soprovidebothth...
Optimization and Fast between slow
2023-11-13 12:00:22766874.34 KB26
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Optimization Landscape and Expressivity of Deep CNNs
OptimizationLandscapeandExpressivityofDeepCNNsQuynhNguyen1MatthiasHein2AbstractTable1.Themaximumwidthofalllayersinseveralstate-of-the-artCNNarchitecturescomparedwiththesizeofImageNetdatasetWeanalyz...
of Optimization and Deep Landscape
2023-11-13 12:00:221467344.01 KB18
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On the Optimization of Deep Networks Implicit Acceleration by Overparameterization
OntheOptimizationofDeepNetworks:ImplicitAccelerationbyOverparameterizationSanjeevArora12NadavCohen2EladHazan13AbstractGiventhelongstandingconsensusonexpressivenessvs.op-timizationtrade-offs,thispap...
of Networks Optimization on Deep
2023-11-13 12:00:201317716.44 KB29
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Nonconvex Optimization for Regression with Fairness Constraints
NonconvexOptimizationforRegressionwithFairnessConstraintsJunpeiKomiyama1AkikoTakeda12JunyaHonda12HajimeShimao3Abstractindefaultingonloans,directapplicationofmachinelearn-ingalgorithmwouldhighlylike...
for Optimization with Regression Fairness
2023-11-13 12:00:161257294.08 KB5
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Multi-Fidelity Black-Box Optimization with Hierarchical Partitions
Multi-FidelityBlack-BoxOptimizationwithHierarchicalPartitionsRajatSen1KirthevasanKandasamy2SanjayShakkottai1AbstractsimpleregretRn,f(x(n)).Motivatedbysettingssuchashyper-parameterRn=supf(x)tuningan...
Optimization with Hierarchical Multi-fidelity Black-box
2023-11-13 12:00:13850687 KB1
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Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering
Low-RankRiemannianOptimizationonPositiveSemideﬁniteStochasticMatriceswithApplicationstoGraphClusteringAhmedDouik1BabakHassibi1overthesetofsymmetricpositivesemideﬁnitestochas-Abstractticmatrices.S...
Optimization Low-Rank on Stochastic Positive
2023-11-13 12:00:061794351.54 KB24
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Level-Set Methods for Finite-Sum Constrained Convex Optimization
Level-SetMethodsforFinite-SumConstrainedConvexOptimizationQihangLin1RunchaoMa1TianbaoYang2AbstractAsolutionx¯∈Xisε-optimaliff0(x¯)−f∗≤εandε-feasibleifmaxi=1,...,m[fi(x¯)−ri]≤ε.Weconsid...
for Optimization Methods Constrained Convex
2023-11-13 12:00:03849453.12 KB4
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Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
LightweightStochasticOptimizationforMinimizingFiniteSumswithInﬁniteDataShuaiZheng1JamesT.Kwok1Abstractiandgaresmoothandconvex.Stochasticgradientde-scent(SGD)(Robbins&Monro,1951)anditsvariantsVaria...
for Optimization Stochastic Minimizing Finite
2023-11-13 12:00:031250329.88 KB25
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K-Beam Minimax Efficient Optimization for Deep Adversarial Learning
K-BeamMinimax:EfﬁcientOptimizationforDeepAdversarialLearningJihunHamm1Yung-KyunNoh2AbstractTodeﬁnetheproblem,considerareal-valuedfunctionf(u,v)onasubsetU×V⊆Rd×RD.A(continuous)min-Minimaxoptimi...
for Efficient Optimization Adversarial Deep
2023-11-13 11:59:5010067.05 MB17
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Improving Optimization for Models With Continuous Symmetry Breaking
ImprovingOptimizationforModelsWithContinuousSymmetryBreakingRobertBamler1StephanMandt1AbstractWeakcontinuoussymmetrybreakingleadstoanill-conditionedOptimizationproblem.WhenalossfunctionisManylossfu...
for Optimization Models with Improving
2023-11-13 11:59:4612771.26 MB1
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Graphical Nonconvex Optimization via an Adaptive Convex Relaxation
GraphicalNonconvexOptimizationviaanAdaptiveConvexRelaxationQiangSun1KeanMingTan2HanLiu3TongZhang3AbstractdiagonalmatrixwithdiagonalelementsofΣ∗.Itiswellknownthatthejthandkthvariablesareconditiona...
Adaptive Optimization An via Graphical
2023-11-13 11:59:41691597.99 KB17
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Geodesic Convolutional Shape Optimization
GeodesicConvolutionalShapeOptimizationPierreBaque1EdoardoRemelli1Franc¸oisFleuret21PascalFua1AbstractXtrainFωy(Xtrain)Fωz(Xtrain)AerodynamicshapeOptimizationhasmanyindus-(a)GCNNFωy(Xtest)Fωz(X...
Optimization Shape Convolutional Geodesic
2023-11-13 11:59:3817433.86 MB30
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Distributed Asynchronous Optimization with Unbounded Delays How Slow Can You Go
DistributedAsynchronousOptimizationwithUnboundedDelays:HowSlowCanYouGo?ZhengyuanZhou1PanayotisMertikopoulos2NicholasBambos1PeterGlynn1YinyuYe1Li-JiaLi3LiFei-Fei13Abstractcommensuratesurgeofinterest...
Distributed Optimization with Asynchronous How
2023-11-13 11:59:29804706.96 KB2
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Characterizing Implicit Bias in Terms of Optimization Geometry
CharacterizingImplicitBiasinTermsofOptimizationGeometrySuriyaGunasekar1JasonLee2DanielSoudry3NathanSrebro1Abstractassociatedhyperparametercanchangetheimplicitbias.Forexample,Wilsonetal.(2017)showed...
of Optimization in Characterizing Implicit
2023-11-13 11:59:1414243.57 MB23
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