"Bayesian"的相关文档 - 文库宝

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标签“Bayesian”的相关文档，共118条

Tight Regret Bounds for Bayesian Optimization in One Dimension
TightRegretBoundsforBayesianOptimizationinOneDimensionJonathanScarlett1Abstract2010),whoconsiderthecumulativeregret:WeconsidertheproblemofBayesianoptimiza-Ttion(BO)inonedimension,underaGaussianproc...
for Optimization Bayesian in Regret
2023-11-13 12:00:52516626.12 KB6
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Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors
StructuredVariationalLearningofBayesianNeuralNetworkswithHorseshoePriorsSoumyaGhosh12JiayuYao3FinaleDoshi-Velez3Abstract200TrainingPoints100TrainingPoints20TrainingPoints10UnitBNN100UnitBNN1000Unit...
Learning of Neural Networks Variational
2023-11-13 12:00:4713171.07 MB10
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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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Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection
Spatio-temporalBayesianOn-lineChangepointDetectionwithModelSelectionJeremiasKnoblauch1TheodorosDamoulas123AbstractrunlengthP(my)PEValue100BayesianOn-lineChangepointDetectionisex-2tendedtoon-linemod...
with Model Bayesian Detection On-Line
2023-11-13 12:00:4110113.79 MB19
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Scalable approximate Bayesian inference for particle tracking data
ScalableApproximateBayesianInferenceforParticleTrackingDataRuoxiSun1LiamPaninski2Abstractapplicationsinbothfundamentalandappliedbiology,andmoregenerallyinchemistryandphysicalapplications.Manyimport...
for Inference Approximate Bayesian Scalable
2023-11-13 12:00:3618711.48 MB16
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Parallel Bayesian Network Structure Learning
ParallelBayesianNetworkStructureLearningTianGao1DennisWei1Abstractsetsofvariables.Here,localstructuresusuallyrefertotheparent-child(PC)setortheMarkovBlanket(MB)setRecentadvancesinBayesianNetwork(BN...
Learning Bayesian Network Structure Parallel
2023-11-13 12:00:241081311.33 KB16
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Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression
GeneralizedRobustBayesianCommitteeMachineforLarge-scaleGaussianProcessRegressionHaitaoLiu1JianfeiCai2YiWang3Yew-SoonOng24Abstractpredictivedistributionsattestpoints.InordertoscalestandardGaussianpr...
for Bayesian Robust Machine Large-Scale
2023-11-13 11:59:3819281.4 MB3
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Fast Information-theoretic Bayesian Optimisation
FastInformation-theoreticBayesianOptimisationBinxinRu1MarkMcLeod1DiegoGranziol1MichaelA.Osborne12Abstractofproblemsaregenerallynon-convexandtheirclosed-formexpressionsandderivativesareunknown(Shahr...
Bayesian Fast Optimisation Information-theoretic
2023-11-13 11:59:33989919.77 KB8
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Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
FastandScalableBayesianDeepLearningbyWeight-PerturbationinAdamMohammadEmtiyazKhan1DidrikNielsen1VootTangkaratt1WuLin2YarinGal3AkashSrivastava4AbstractusingBayes’rule.Unfortunately,thisisinfeasible...
Learning and by Deep Bayesian
2023-11-13 11:59:331733950.24 KB9
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Deep Bayesian Nonparametric Tracking
DeepBayesianNonparametricTrackingAonanZhang1JohnPaisley1Abstractcomplexmachinelearningtechniquessuchasdeepneuralnetworks(LeCunetal.,2015)usuallyﬁtsmoothnonlin-Time-seriesdataoftenexhibitirregularb...
Deep Bayesian Nonparametric Tracking
2023-11-13 11:59:241845676.63 KB6
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Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning
DecompositionofUncertaintyinBayesianDeepLearningforEfﬁcientandRisk-sensitiveLearningStefanDepeweg12Jose´MiguelHerna´ndez-Lobato3FinaleDoshi-Velez4SteffenUdluft1AbstractInthisworkweshowhowtoperfo...
Learning of Deep Bayesian in
2023-11-13 11:59:2314201.87 MB1
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BOCK Bayesian Optimization with Cylindrical Kernels
BOCK:BayesianOptimizationwithCylindricalKernelsChangYongOh1EfstratiosGavves1MaxWelling12Abstractx1T(x1)AmajorchallengeinBayesianOptimizationisthex1xT(x1)T(x2)boundaryissue(Swersky,2017)whereanalgo-...
Optimization with Bayesian Kernels BOCK
2023-11-13 11:59:1113282.24 MB2
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Bayesian Uncertainty Estimation for Batch Normalized Deep Networks
BayesianUncertaintyEstimationforBatchNormalizedDeepNetworksMattiasTeye12HosseinAzizpour1KevinSmith13Abstractorifthenetworkisconfrontedwithadversarialexamples(Goodfellowetal.,2014).Whenexposedtodata...
for Deep Bayesian Estimation Batch
2023-11-13 11:59:0816371.02 MB14
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Bayesian Quadrature for Multiple Related Integrals
BayesianQuadratureforMultipleRelatedIntegralsXiaoyueXi1Franc¸ois-XavierBriol123MarkGirolami123Abstractfunctionevaluationsandthereforeareuncertaintaboutthevalueoftheintegral.ThenotionofBayesianprob...
for Bayesian Multiple Quadrature Related
2023-11-13 11:59:085521.27 MB16
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Bayesian Optimization of Combinatorial Structures
BayesianOptimizationofCombinatorialStructuresRicardoBaptista1MatthiasPoloczek2AbstractWepresentanovelalgorithmforthisproblem,BayesianOptimizationofCombinatorialStructures(BOCS),thatisTheoptimizatio...
of Optimization Bayesian Combinatorial Structures
2023-11-13 11:59:0818891.02 MB19
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Bayesian Model Selection for Change Point Detection and Clustering
BayesianModelSelectionforChangePointDetectionandClusteringOthmaneMazhar1CristianR.Rojas1CarloFischione1MohammadRezaHesamzadeh1Abstractmighthavedifferentbehaviorcorrespondingtodifferentpriceregimest...
for Selection Model Bayesian Detection
2023-11-13 11:59:071672699.35 KB26
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Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent
BayesianCoresetConstructionviaGreedyIterativeGeodesicAscentTrevorCampbell1TamaraBroderick1Abstractstreamingvariants(Jordanetal.,1999;Wainwright&Jor-dan,2008;Hoffmanetal.,2013;Ranganathetal.,2014;Co...
Bayesian via Greedy Iterative Coreset
2023-11-13 11:59:077831010.4 KB27
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Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design
BatchBayesianOptimizationviaMulti-objectiveAcquisitionEnsembleforAutomatedAnalogCircuitDesignWenlongLyu1FanYang1ChanghaoYan1DianZhou12XuanZeng1AbstractofICmanufacturetechnologyforecastedbyMoore’sl...
Optimization Bayesian via Batch Multi-objective
2023-11-13 11:59:071995626.25 KB5
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AutoPrognosis Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning
AutoPrognosis:AutomatedClinicalPrognosticModelingviaBayesianOptimizationwithStructuredKernelLearningAhmedM.Alaa1MihaelavanderSchaar123Abstractclinicalconditionsinordertoguidescreeningandthera-peuti...
Automated Bayesian via Modeling Clinical
2023-11-13 11:59:06788428.77 KB9
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Adversarial Distillation of Bayesian Neural Network Posteriors
AdversarialDistillationofBayesianNeuralNetworkPosteriorsKuan-ChiehWang12PaulVicol12JamesLucas12LiGu1RogerGrosse12RichardZemel12AbstractUncertaintyisimportantinmanyscenarios.Forexam-ple,designersofa...
of Neural Adversarial Bayesian Network
2023-11-13 11:59:0013971000.06 KB25
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