"Bayesian"的相关文档

标签“Bayesian”的相关文档，共118条

Scalable Bayesian Rule Lists
ScalableBayesianRuleListsHongyuYang1CynthiaRudin2MargoSeltzer3Abstracttopofthetree,itisdifﬁculttoundoit,andconsequentlythetreesbecomelonganduninterpretable,unlesstheyareWepresentanalgorithmforbuil...
Bayesian Scalable Rule Lists
2023-11-12 20:45:11585801.35 KB17
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Robust Probabilistic Modeling with Bayesian Data Reweighting
RobustProbabilisticModelingwithBayesianDataReweightingYixinWang1AlpKucukelbir1DavidM.Blei1Abstractobservations,oringeneral,measurementsthatdonotbelongDensitytotheprocesswearemodeling.Robustmodelssh...
with Bayesian Data Robust Probabilistic
2023-11-12 20:45:101443576.68 KB4
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Preferential Bayesian Optimization
PreferentialBayesianOptimizationJavierGonza´lez1ZhenwenDai1AndreasDamianou1NeilD.Lawrence12AbstractX×Xfromwhichweobtainbinaryfeedback{0,1}thatrepresentswhetherornotxispreferredoverx(haslowerBayes...
Optimization Bayesian Preferential
2023-11-12 20:45:0314541.46 MB3
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Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
MultiplicativeNormalizingFlowsforVariationalBayesianNeuralNetworksChristosLouizos12MaxWelling13Abstractwhenadoctordeterminesthediseaseofapatientbasedontheoutputofsuchanetwork.Wereinterpretmultiplic...
Neural for Variational Bayesian Multiplicative
2023-11-12 20:44:5116211.08 MB9
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Multi-fidelity Bayesian Optimisation with Continuous Approximations
Multi-ﬁdelityBayesianOptimisationwithContinuousApproximationsKirthevasanKandasamy1GautamDasarathy2JeffSchneider1Barnaba´sPo´czos1AbstractTypically,insuchapplications,eachfunctionevaluationisexpe...
with Bayesian Continuous Multi-fidelity Optimisation
2023-11-12 20:44:501048605.05 KB2
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Max-value Entropy Search for Efficient Bayesian Optimization
Max-valueEntropySearchforEfﬁcientBayesianOptimizationZiWang1StefanieJegelka1AbstractAmongthemostpopularonesrangetheGaussianprocessupperconﬁdencebound(GP-UCB)(Auer,2002;SrinivasEntropySearch(ES)an...
for Efficient Optimization Bayesian Search
2023-11-12 20:44:471895632.39 KB4
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Local-to-Global Bayesian Network Structure Learning
Local-to-GlobalBayesianNetworkStructureLearningTianGao1KshitijFadnis1MurrayCampbell1AbstractThepredominantexactscore-basedstructurelearningal-gorithmsadopttheglobalapproachandfocusonbet-Weintroduce...
Learning Bayesian Network Structure Local-to-Global
2023-11-12 20:44:46522540.57 KB25
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Local Bayesian Optimization of Motor Skills
LocalBayesianOptimizationofMotorSkillsRiadAkrour1DmitrySorokin1JanPeters12GerhardNeumann13Abstractcarryanadditionaloptimizationphaseonthephysicalsys-tem.Bayesianoptimizationisrenownedforitssam-plee...
of Optimization Local Bayesian Motor
2023-11-12 20:44:4515131.18 MB3
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High Dimensional Bayesian Optimization with Elastic Gaussian Process
HighDimensionalBayesianOptimizationwithElasticGaussianProcessSantuRana1ChengLi1SunilGupta1VuNguyen1SvethaVenkatesh1Abstract1998)whicharealsoexpensivetoevaluate.Examplesin-cludeexperimentaldesigntoo...
Optimization with Gaussian Bayesian High
2023-11-12 20:44:30580704.01 KB24
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Fast Bayesian Intensity Estimation for the Permanental Process
FastBayesianIntensityEstimationforthePermanentalProcessChristianJ.Walder12AdrianN.Bishop123Abstractin(Lloydetal.,2015;KomSamo&Roberts,2015).TheCoxprocessisastochasticprocesswhichTosatisfynon-negati...
for the Bayesian Estimation Fast
2023-11-12 20:44:2311862.63 MB1
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Evaluating Bayesian Models with Posterior Dispersion Indices
EvaluatingBayesianModelswithPosteriorDispersionIndicesAlpKucukelbir1YixinWang1DavidM.Blei1Abstractvalidationcapturesanotionofgeneralizationandjustiﬁesholdingoutdata.Thissimplecombinationhasfueledt...
Models with Bayesian Evaluating Posterior
2023-11-12 20:44:211983249.91 KB2
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Dropout Inference in Bayesian Neural Networks with Alpha-divergences
DropoutInferenceinBayesianNeuralNetworkswithAlpha-divergencesYingzhenLi1YarinGal12Abstractinformationcanbeused,forexample,toidentifywhenavi-sionmodelisgivenanadversarialimage(studiedbelow),Toobtain...
Neural Networks Inference with Bayesian
2023-11-12 20:44:1611761.05 MB14
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Deep Bayesian Active Learning with Image Data
DeepBayesianActiveLearningwithImageDataYarinGal12RiashatIslam1ZoubinGhahramani13Abstractmedicaldiagnosis,microbiology,andmanufacturing(Tong,2001).Inactivelearning,amodelistrainedonasmallEventhougha...
Learning Active with Deep Bayesian
2023-11-12 20:44:081094688.15 KB27
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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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Bayesian inference on random simple graphs with power law degree distributions
BayesianinferenceonrandomsimplegraphswithpowerlawdegreedistributionsJuhoLee1CreightonHeaukulani2ZoubinGhahramani23LancelotF.James4SeungjinChoi1Abstractabsenceoflinksbetweenobjectsinthenetwork.Forex...
Inference with on Bayesian random
2023-11-12 20:43:56908731.24 KB8
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Bayesian Boolean Matrix Factorisation
BayesianBooleanMatrixFactorisationTammoRukat1ChrisC.Holmes12MichalisK.Titsias3ChristopherYau4AbstractN=10observationofsizeD=17x10Booleanmatrixfactorisationaimstodecomposen=0n=1n=2n=3n=4n=5n=6n=7n=8...
Matrix Bayesian Boolean Factorisation
2023-11-12 20:43:56649942.83 KB25
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Bayesian Models of Data Streams with Hierarchical Power Priors
BayesianModelsofDataStreamswithHierarchicalPowerPriorsAndre´sMasegosa12ThomasD.Nielsen3HelgeLangseth2Dar´ıoRamos-Lo´pez1AntonioSalmero´n1AndersL.Madsen34Abstractgettingapproaches(Honkela&Valpo...
of Models with Bayesian Data
2023-11-12 20:43:551643572.34 KB21
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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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