"Stein"的相关文档

标签“Stein”的相关文档，共13条

Kernel Stein Discrepancy Descent
KernelSteinDiscrepancyDescentAnnaKorba1Pierre-CyrilAubin-Frankowski2SzymonMajewski3PierreAblin4AbstractbySimon-Gabriel(2018),classicaldissimilaritiesincludeAmongdissimilaritiesbetweenprobabilitydis...
Kernel Descent Stein Discrepancy
2023-11-16 18:47:0518141.49 MB17
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Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold
InterpretableSteinGoodness-of-ﬁtTestsonRiemannianManifoldsWenkaiXu1TakeruMatsuda2AbstractonRiemannianmanifolds(Chikuse,2012;Mardia&Jupp,1999;Ley&Verdebout,2017).Inmanyapplications,weencounterdatao...
on Interpretable Manifold Goodness-of-Fit Stein
2023-11-16 18:47:045173.9 MB13
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Active Slices for Sliced Stein Discrepancy
ActiveSlicesforSlicedSteinDiscrepancyWenboGong1KaiboZhang1YingzhenLi2Jose´MiguelHerna´ndez-Lobato1Abstracttumetal.,2017;Gorham&Mackey,2017)andmodellearn-ing(Liu&Wang,2016;Puetal.,2017;Huetal.,201...
Active for Sliced Stein Discrepancy
2023-11-16 18:00:248343.07 MB18
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Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling
LearningtheSteinDiscrepancyforTrainingandEvaluatingEnergy-BasedModelswithoutSamplingWillGrathwohl1Kuan-ChiehWang1Jo¨rn-HenrikJacobsen1DavidDuvenaud1RichardZemel1AbstractFigure1.Densitymodelstraine...
Learning for and the Training
2023-11-14 21:44:5711253.13 MB13
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Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data
KernelizedSteinDiscrepancyTestsofGoodness-of-ﬁtforTime-to-EventDataTamaraFerna´ndez1ArthurGretton1Nicola´sRivera2WenkaiXu1Abstracttimeofapatientinaclinicaltrial(Collett,2015;Biswasetal.,2007);or...
of for Kernelized Goodness-of-Fit Stein
2023-11-14 21:44:45821461.15 KB8
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Stein Point Markov Chain Monte Carlo
SteinPointMarkovChainMonteCarloWilsonYeChen1AlessandroBarp23Franc¸ois-XavierBriol43JacksonGorham5MarkGirolami43LesterMackey6Chris.J.Oates73Abstractofalgorithmsforuncertaintyquantiﬁcationthatmusto...
Markov Point Monte Carlo Chain
2023-11-13 14:48:376631.01 MB17
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Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization
QuantileSteinVariationalGradientDescentforBatchBayesianOptimizationChengyueGong1JianPeng2QiangLiu1AbstractorexpensiveobjectivefunctionasarandomvariableandleverageBayesianinference,typicallywithaGau...
for Variational Gradient Descent Batch
2023-11-13 14:48:201161569.32 KB7
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Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models
NonlinearSteinVariationalGradientDescentforLearningDiversiﬁedMixtureModelsDilinWang1QiangLiu1Abstractwhere✓icanbethecomponentparametersinmixturemod-elsoradditivemodels,ortheposteriorsamplesinBaye...
Learning for Variational Gradient Descent
2023-11-13 14:48:005202.3 MB27
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Stein Variational Message Passing for Continuous Graphical Models
SteinVariationalMessagePassingforContinuousGraphicalModelsDilinWang1ZheZeng2QiangLiu1Abstractpropagateuncertainty,wellsuitedfordecentralizedinfer-encetaskssuchassensornetworklocalization(e.g.,Ihler...
for Variational Graphical Continuous Message
2023-11-13 12:00:451637662.02 KB20
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Stein Variational Gradient Descent Without Gradient
SteinVariationalGradientDescentWithoutGradientJunHan1QiangLiu2AbstractMCMCandVI.Byleveraginganewtypeoffunctionalgra-dientdescentofKLdivergenceonthespaceofdistributions,Steinvariationalgradientdecen...
Variational Gradient Descent without Stein
2023-11-13 12:00:44959581.3 KB6
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Stein Points
SteinPointsWilsonYeChen1LesterMackey2JacksonGorham3Franc¸ois-XavierBriol456Chris.J.Oates76Abstractareextensivelyusedforthistaskbutsuffer(intermsofaccuracy)from‘clustering’ofthepoints{xi}ni=1when...
Points Stein
2023-11-13 12:00:4413291.11 MB14
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Message Passing Stein Variational Gradient Descent
MessagePassingSteinVariationalGradientDescentJingweiZhuo1ChangLiu1JiaxinShi1JunZhu1NingChen1BoZhang1Abstractparametricfamiliesascommonlydoneintraditionalvari-ationalinference(VI)methods.Besides,SVG...
Variational Gradient Descent Message Passing
2023-11-13 12:00:0819391.62 MB12
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Goodness-of-Fit Testing for Discrete Distributions via Stein Discrepancy
Goodness-of-FitTestingforDiscreteDistributionsviaSteinDiscrepancyJiasenYang1QiangLiu2VinayakRao1JenniferNeville13Abstractfornetworkdata.Whileavarietyofapproximateinferencetechniquessuchaspseudo-lik...
for via Discrete Testing Distributions
2023-11-13 11:59:3918044.2 MB27
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