"Bayesian"的相关文档 - 文库宝

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标签“Bayesian”的相关文档，共118条

Locally Private Bayesian Inference for Count Models
LocallyPrivateBayesianInferenceforCountModelsAaronSchein1ZhiweiStevenWu2AlexandraSchoﬁeld3MingyuanZhou4HannaWallach5AbstractTowardthatend,wepresentamethodforprivacy-preservingBayesianinferenceforP...
for Inference Models Bayesian Private
2023-11-13 14:47:4619042.99 MB26
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Incorporating Grouping Information into Bayesian Decision Tree Ensembles
IncorporatingGroupingInformationintoBayesianDecisionTreeEnsemblesJunliangDu1AntonioR.Linero1Abstractmationtohelplearnthesestructures.Forexample,whencovariatesareassociatedtoknowngraphicalstructures...
Bayesian Tree Decision Information into
2023-11-13 14:47:301400448.06 KB13
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Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems
EfﬁcientAmortisedBayesianInferenceforHierarchicalandNonlinearDynamicalSystemsGeoffreyRoeder12PaulKGrant1AndrewPhillips1NeilDalchau1EdwardMeeds1Abstractmodels(Archeretal.,2015;Karletal.,2016),(non)...
for Efficient Inference and Bayesian
2023-11-13 14:47:007165.19 MB22
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DP-GP-LVM A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures
DP-GP-LVM:ABayesianNon-ParametricModelforLearningMultivariateDependencyStructuresAndrewR.Lawrence1CarlHenrikEk2NeillD.F.Campbell1Abstractdimensionsco-vary.Forahumanwalking,eachlimbsharesavariationf...
Learning for Model Bayesian Multivariate
2023-11-13 14:46:5913431.68 MB23
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Conditional Independence in Testing Bayesian Networks
ConditionalIndependenceinTestingBayesianNetworksYujiaShen1HaiyingHuang1ArthurChoi1AdnanDarwiche1Abstractusedforreasoning.Asaresult,inaTBN,ajointmarginalquerycorrespondstoapiecewisemulti-linearfunct...
Networks Independence Bayesian in Conditional
2023-11-13 14:46:4310221.1 MB11
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Calibrated Approximate Bayesian Inference
CalibratedApproximateBayesianInferenceHanwenXing1GeoffK.Nicholls1JeongEunLee2AbstractMonteCarlosample.Therearealso“ﬁxed”approxima-tionswithnoprecisionparameters,inwhichalikelihoodWegiveacomputat...
Inference Approximate Bayesian Calibrated
2023-11-13 14:46:341489386.39 KB7
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BayesNAS A Bayesian Approach for Neural Architecture Search
BayesNAS:ABayesianApproachforNeuralArchitectureSearchHongpengZhou1MinghaoYang1JunWang2WeiPan1Abstractetal.,2018;Caietal.,2018)methodstakethegenerationofaneuralarchitectureasanagent’sactionwiththea...
Neural for Bayesian Search Approach
2023-11-13 14:46:3010351.24 MB25
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Bayesian Optimization of Composite Functions
BayesianOptimizationofCompositeFunctionsRaulAstudillo1PeterI.Frazier12AbstractSokolov,2018);inmaterialsanddrugdesign(Kapetanovic,2008;Frazier&Wang,2016)whenseekingtodesignaWeconsideroptimizationofc...
of Optimization Bayesian Functions Composite
2023-11-13 14:46:3014714.35 MB2
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Bayesian Nonparametric Federated Learning of Neural Networks
BayesianNonparametricFederatedLearningofNeuralNetworksMikhailYurochkin12MayankAgarwal12SoumyaGhosh123KristjanGreenewald12TrongNghiaHoang12YasamanKhazaeni12Abstractneedforcentralizeddata,insteaddesi...
Learning of Neural Networks Bayesian
2023-11-13 14:46:308726.27 MB19
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Bayesian Optimization Meets Bayesian Optimal Stopping
BayesianOptimizationMeetsBayesianOptimalStoppingZhongxiangDai1HaibinYu1BryanKianHsiangLow1PatrickJaillet2AbstractSilveretal.,2016).However,amajordifﬁcultyfacedbyMLpractitionersisthechoiceofmodelhy...
Optimization Bayesian Optimal Meets Stopping
2023-11-13 14:46:301769889.27 KB30
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Bayesian leave-one-out cross-validation for large data
BayesianLeave-One-OutCross-ValidationforLargeDataMa˚nsMagnusson1MichaelRiisAndersen12JohanJonasson3AkiVehtari1AbstractwherelogpM(y˜iy)isthelogpredictivedensityforanewModelinference,suchasmodelcom...
for Bayesian Data Leave-One-Out Large
2023-11-13 14:46:291001283.49 KB14
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Bayesian Generative Active Deep Learning
BayesianGenerativeActiveDeepLearningToanTran1Thanh-ToanDo2IanReid1GustavoCarneiro1Abstractbeperformedwithimmenseandcarefullylabeleddatasets,wherethelargerthedataset,themoreeffectivethetrainingDeepl...
Learning Active Generative Deep Bayesian
2023-11-13 14:46:299911019.82 KB17
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Bayesian Deconditional Kernel Mean Embeddings
BayesianDeconditionalKernelMeanEmbeddingsKelvinHsu12FabioRamos13AbstractOurﬁrstcontributionbeginswithformulatingdeconditionalmeanembeddings(DMEs)assolutionstothisinferenceConditionalkernelmeanembe...
Kernel Embeddings Bayesian Mean Deconditional
2023-11-13 14:46:2913432.82 MB30
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Bayesian Joint Spike-and-Slab Graphical Lasso
BayesianJointSpike-and-SlabGraphicalLassoZehangRichardLi1TylerH.McCormick23SamuelJ.Clark4Abstractmodelsjointlyformultipleclassesofdata.MuchofthisworkextendsthepenalizedmaximumlikelihoodapproachInth...
Bayesian Graphical Joint Lasso Spike-and-Slab
2023-11-13 14:46:29886489.21 KB13
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Bayesian Counterfactual Risk Minimization
BayesianCounterfactualRiskMinimizationBenLondon1TedSandler1AbstractThegoalofCRMistolearnapolicyfromdatathatwasloggedbyapreviouspolicysoastomaximizeexpectedWepresentaBayesianviewofcounterfactualrewa...
Bayesian Counterfactual Minimization Risk
2023-11-13 14:46:281246387.14 KB2
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Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
BayesianActionDecoderforDeepMulti-AgentReinforcementLearningJakobN.Foerster12H.FrancisSong3EdwardHughes3NeilBurch3IainDunning3ShimonWhiteson1MatthewM.Botvinick3MichaelBowling3Abstract1.Introduction...
for Reinforcement Deep Bayesian Multi-Agent
2023-11-13 14:46:281908598.79 KB23
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Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
AsynchronousBatchBayesianOptimisationwithImprovedLocalPenalisationAhsanS.Alvi12BinxinRu1JanCalliess13StephenJ.Roberts123MichaelA.Osborne12Abstractexample,considertheoptimisationofthenumberofunitsin...
with Local Asynchronous Bayesian Batch
2023-11-13 14:46:2711777.17 MB16
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Automated Model Selection with Bayesian Quadrature
AutomatedModelSelectionwithBayesianQuadratureHenryChai1Jean-Franc¸oisTon2MichaelA.Osborne34RomanGarnett1AbstractformZ=f(Dθ)π(θ)dθ,whereθisavectorofmodelparameters,f(Dθ)isalikelihood,andπ(θ...
Selection with Model Automated Bayesian
2023-11-13 14:46:26862312.79 KB30
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Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
AdaptiveandSafeBayesianOptimizationinHighDimensionsviaOne-DimensionalSubspacesJohannesKirschner1Mojm´ırMutny´1NicoleHiller2RasmusIschebeck2AndreasKrause1Abstract5ﬁnalvalueBayesianoptimizationis...
Adaptive Optimization and Bayesian in
2023-11-13 14:46:196971.03 MB22
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A Framework for Bayesian Optimization in Embedded Subspaces
AFrameworkforBayesianOptimizationinEmbeddedSubspacesAlexanderMunteanu1AminNayebi2MatthiasPoloczek32Abstracttheobjectivefunction.Thus,itisnotsurprisingthatex-pandingBOtohigher-dimensionalsearchspace...
for Optimization Bayesian in Framework
2023-11-13 14:46:121194703.25 KB15
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