"Variational"的相关文档 - 文库宝

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标签“Variational”的相关文档，共88条

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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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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Semi-Implicit Variational Inference
Semi-ImplicitVariationalInferenceMingzhangYin1MingyuanZhou2Abstractmean-ﬁeldassumptionthatQisfactorizedoverthelatentvariables.TheoptimizationproblemisfurthersimpliﬁedifSemi-implicitVariationalinf...
Inference Variational Semi-Implicit
2023-11-13 12:00:3813541.78 MB10
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Semi-Amortized Variational Autoencoders
Semi-AmortizedVariationalAutoencodersYoonKim1SamWiseman1AndrewC.Miller1DavidSontag2AlexanderM.Rush1AbstractInstochasticVariationalinference(SVI),theVariationalparametersforeachdatapointarerandomlyi...
Variational Autoencoders Semi-Amortized
2023-11-13 12:00:381001636.06 KB27
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Quasi-Monte Carlo Variational Inference
Quasi-MonteCarloVariationalInferenceAlexanderBuchholz1FlorianWenzel2StephanMandt3Abstractceduresrelyonthegradientoftheobjective,amcgradientestimatorhastobebuiltbysamplingfromthisdistribution.Manyma...
Inference Variational Carlo Quasi-Monte
2023-11-13 12:00:3019133.18 MB30
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Noisy Natural Gradient as Variational Inference
NoisyNaturalGradientasVariationalInferenceGuodongZhang12ShengyangSun12DavidDuvenaud12RogerGrosse12Abstract&Welling,2017),butﬁttingsuchmodelscanbeexpensivewithoutfurtherapproximations.VariationalBa...
Inference Variational Gradient Natural Noisy
2023-11-13 12:00:1613002.77 MB30
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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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Large-Scale Cox Process Inference using Variational Fourier Features
Large-ScaleCoxProcessInferenceusingVariationalFourierFeaturesSTJohn1JamesHensman1Abstractspatiotemporaldomain,whichcannotbecomputedingen-eral.Therearethreepotentialremediestothisissue.First,Gaussia...
Using Inference Variational Process Large-Scale
2023-11-13 11:59:5115283.58 MB12
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Junction Tree Variational Autoencoder for Molecular Graph Generation
JunctionTreeVariationalAutoencoderforMolecularGraphGenerationWengongJin1ReginaBarzilay1TommiJaakkola1AbstractFigure1.TwoalmostidenticalmoleculeswithmarkedlydifferentcanonicalSMILESinRDKit.Theeditdi...
for Variational Graph Tree Autoencoder
2023-11-13 11:59:5010471.59 MB8
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Inference Suboptimality in Variational Autoencoders
InferenceSuboptimalityinVariationalAutoencodersChrisCremer1XuechenLi1DavidDuvenaud1AbstractFig.1forasimpleillustrationofthegaps.InFig.1,L[q]referstotheELBOevaluatedusinganamortizeddistribu-Amortize...
Inference Variational Autoencoders in Suboptimality
2023-11-13 11:59:471709681.17 KB21
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Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation
EfﬁcientModel–BasedDeepReinforcementLearningwithVariationalStateTabulationDaneCorneil1WulframGerstner1JohanniBrea1Abstractstates(e.g.Mnihetal.(2015;2016))andlearningapproxi-matedynamicstoperformp...
Learning Efficient Variational with Reinforcement
2023-11-13 11:59:3014613.11 MB15
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Efficient Gradient-Free Variational Inference using Policy Search
EfﬁcientGradient-FreeVariationalInferenceusingPolicySearchOlegArenz1MingjunZhong2GerhardNeumann13Abstractuseitforinference,acommonapproachistouseVaria-tionalInference(VI)toapproximatethetargetdist...
Using Efficient Inference Variational Policy
2023-11-13 11:59:305103.23 MB30
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DVAE++ Discrete Variational Autoencoders with Overlapping Transformations
DVAE++:DiscreteVariationalAutoencoderswithOverlappingTransformationsArashVahdat1WilliamG.Macready1ZhengbingBian1AmirKhoshaman1EvgenyAndriyash1AbstractSoftmaxtechnique(Maddisonetal.,2016;Jangetal.,2...
Variational Autoencoders with Discrete Transformations
2023-11-13 11:59:301294838.81 KB2
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Deep Variational Reinforcement Learning for POMDPs
DeepVariationalReinforcementLearningforPOMDPsMaximilianIgl1LuisaZintgraf1TuanAnhLe1FrankWood2ShimonWhiteson1Abstract(a)RNN-basedapproach.TheRNNactsasanencoderfortheaction-observationhistory,onwhich...
Learning for Variational Reinforcement Deep
2023-11-13 11:59:2513192 MB2
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CRVI Convex Relaxation for Variational Inference
CRVI:ConvexRelaxationforVariationalInferenceGhazalFazelnia1JohnPaisley1AbstractconvexitiesinVariationalinference(VI)optimizationforconjugatemodelsthatachieveneargloballyoptimalso-Wepresentanewtechn...
for Inference Variational Convex CRVI
2023-11-13 11:59:211620428.92 KB3
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Compressing Neural Networks using the Variational Information Bottleneck
CompressingNeuralNetworksusingtheVariationalInformationBottleneckBinDai1ChenZhu2BainingGuo3DavidWipf3Abstractnetworkpruneddowntoasmalleroneofequivalentsizeoftenproduceshigheraccuracy(Linetal.,2017)...
Neural Using Networks Variational the
2023-11-13 11:59:17952542.65 KB12
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Black-Box Variational Inference for Stochastic Differential Equations
Black-BoxVariationalInferenceforStochasticDifferentialEquationsThomasRyder12AndrewGolightly1A.StephenMcGough2DennisPrangle1Abstracterrorinvolvedconvergestozeroasthegridbecomesﬁner.Parameterinferen...
for Inference Variational Stochastic Differential
2023-11-13 11:59:1011881.78 MB25
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Variational Inference for Sparse and Undirected Models
VariationalInferenceforSparseandUndirectedModelsJohnIngraham1DeboraMarks1AbstractL0norm,L1regularizationcannotmodelthehypothesisofsparsityaswellassomeBayesianalternatives(Tipping,Undirectedgraphica...
for Inference Sparse Models Variational
2023-11-12 20:45:3011374.05 MB22
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Variational Policy for Guiding Point Processes
VariationalPolicyforGuidingPointProcessesYichenWang1GradyWilliams2EvangelosTheodorou2LeSong1AbstractOurworkTemporalpointprocesseshavebeenwidelyap-Findoptimalmeasure6∗6∗inclosedformVariationalInfe...
for Variational Policy Processes Point
2023-11-12 20:45:296191.02 MB20
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