"Posteriors"的相关文档

What Are Bayesian Neural Network Posteriors Really Like
WhatAreBayesianNeuralNetworkPosteriorsReallyLike?PavelIzmailov1SharadVikram2MatthewD.Hoffman2AndrewGordonWilson1Abstractforneuralnetworkspromisesimprovedpredictions,reli-ableuncertaintyestimates,an...
Neural Bayesian Network Are Posteriors
2023-11-16 19:42:261194469.07 KB30
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Global inducing point variational Posteriors for Bayesian neural networks and deep Gaussian processes
GlobalinducingpointvariationalPosteriorsforBayesianneuralnetworksanddeepGaussianprocessesSebastianW.Ober1LaurenceAitchison2AbstractspecifyafamilyofapproximatePosteriorsovertheweights,withtheclassic...
for Variational Bayesian Point Global
2023-11-16 18:46:471353370.73 KB26
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Undirected Graphical Models as Approximate Posteriors
UndirectedGraphicalModelsasApproximatePosteriorsArashVahdat1EvgenyAndriyash2WilliamG.Macready2AbstractmateposteriormodelshavebeenrealizedbyreducingthegapbetweentrueandapproximatePosteriorswithtight...
Models Approximate Graphical Undirected as
2023-11-14 21:46:5518743.59 MB30
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Efficiently sampling functions from Gaussian process Posteriors
EfﬁcientlySamplingFunctionsfromGaussianProcessPosteriorsJamesT.Wilson1ViacheslavBorovitskiy23AlexanderTerenin1PeterMostowsky2MarcPeterDeisenroth4Abstracttionandlong-termversusshort-termrewards.Bay...
from Sampling Gaussian Process Functions
2023-11-14 21:44:001771718.01 KB27
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Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap
ScalableNonparametricSamplingfromMultimodalPosteriorswiththePosteriorBootstrapEdwinFong12SimonLyddon1ChrisHolmes12AbstractsamplefrommultimodalPosteriorswithMCMCincludepar-alleltempering(Neal,1996)a...
from Sampling with Nonparametric Scalable
2023-11-13 14:48:2913151.74 MB10
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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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