"Optimization"的相关文档

标签“Optimization”的相关文档，共171条

Global Optimization of Lipschitz functions
GlobalOptimizationofLipschitzfunctionsCe´dricMalherbe1NicolasVayatis1AbstractglobalOptimization(Pinte´r,1991),black-boxOptimization(Jonesetal.,1998)orderivative-freeOptimization(Rios&Thegoalofthe...
of Optimization Functions Global Lipschitz
2023-11-12 20:44:271321481.48 KB1
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Forward and Reverse Gradient-Based Hyperparameter Optimization
ForwardandReverseGradient-BasedHyperparameterOptimizationLucaFranceschi12MicheleDonini1PaoloFrasconi3MassimilianoPontil12Abstractresponsefunction,BayesianOptimizationapproachespro-videanaturalframe...
Optimization and Gradient-Based Forward Reverse
2023-11-12 20:44:251193404.86 KB3
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Emulating the Expert Inverse Optimization through Online Learning
EmulatingtheExpert:InverseOptimizationthroughOnlineLearningAndreasBärmann1SebastianPokutta2OskarSchneider1Abstractmakingrecommendationsbasedonuserhistoryandstrate-gicplanningproblems,wheretheagent...
Online Optimization the through Emulating
2023-11-12 20:44:191275578.04 KB19
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Distributed Batch Gaussian Process Optimization
DistributedBatchGaussianProcessOptimizationErikA.Daxberger1BryanKianHsiangLow2Abstractfunctionwithalimitedbudgetof(oftencostly)functionevaluations,consequentlywitnessingitsuseinanincreas-Thispaperp...
Distributed Optimization Gaussian Process Batch
2023-11-12 20:44:161611604.76 KB3
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Device Placement Optimization with Reinforcement Learning
DevicePlacementOptimizationwithReinforcementLearningAzaliaMirhoseini12HieuPham12QuocV.Le1BenoitSteiner1RasmusLarsen1YuefengZhou1NaveenKumar3MohammadNorouzi1SamyBengio1JeffDean1Abstractetal.,2015;Wu...
Learning Optimization with Reinforcement Device
2023-11-12 20:44:12845442.63 KB9
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Constrained Policy Optimization
ConstrainedPolicyOptimizationJoshuaAchiam1DavidHeld1AvivTamar1PieterAbbeel12AbstractInreinforcementlearning(RL),agentslearntoactbytrialanderror,graduallyimprovingtheirperformanceattheFormanyapplica...
Optimization Constrained Policy
2023-11-12 20:44:041368922.66 KB7
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Bayesian Optimization with Tree-structured Dependencies
BayesianOptimizationwithTree-structuredDependenciesRodolpheJenatton1CedricArchambeau1JavierGonzalez2MatthiasSeeger1Abstractwithcomplexmachinelearningmodels,suchasdeepneuralnetworks.Historically,thi...
Optimization with Bayesian Tree-structured Dependencies
2023-11-12 20:43:56958792.67 KB25
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Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
BatchedHigh-dimensionalBayesianOptimizationviaStructuralKernelLearningZiWang1ChengtaoLi1StefanieJegelka1PushmeetKohli2AbstracteffectiveforconvexOptimizationproblemsdeﬁnedovercontinuousdomains,thes...
Structural Kernel Optimization Batched High-dimensional
2023-11-12 20:43:551842693.68 KB4
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Analysis and Optimization of Graph Decompositions by Lifted Multicuts
AnalysisandOptimizationofGraphDecompositionsbyLiftedMulticutsAndreaHornˇa´kova´1Jan-HendrikLange1BjoernAndres1AbstractFigure1.Adecompositionofagraphisapartitionofthenodesetintoconnectedsubsets.A...
of Optimization and Analysis Graph
2023-11-12 20:43:52705406.96 KB25
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Adaptive Sampling Probabilities for Non-Smooth Optimization
AdaptiveSamplingProbabilitiesforNon-SmoothOptimizationHongseokNamkoong1AmanSinha2SteveYadlowsky2JohnC.Duchi23Abstractcertainfeaturesareinfrequent—wewishtoleveragethisduringOptimization.Likewise,wh...
Adaptive for Optimization Sampling Probabilities
2023-11-12 20:43:4910191.08 MB4
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Adaptive Consensus ADMM for Distributed Optimization
AdaptiveConsensusADMMforDistributedOptimizationZhengXu1GavinTaylor2HaoLi1Ma´rioA.T.Figueiredo3XiaomingYuan4TomGoldstein1Abstracteachworker,andthenapplyADMMtosolveThealternatingdirectionmethodofmul...
Adaptive for Consensus ADMM Distributed
2023-11-12 20:43:481211464.09 KB22
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