"Inference"的相关文档 - 文库宝

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标签“Inference”的相关文档，共102条

Causal Inference using Gaussian Processes with Structured Latent Confounders
CausalInferenceusingGaussianProcesseswithStructuredLatentConfoundersSamWitty1KentaTakatsu1DavidJensen1VikashMansinghka2Abstractwhileproducingdifferentestimatesoftheeffectsofanin-tervention.Thisobse...
Using Inference with Gaussian Processes
2023-11-14 21:43:2315451.82 MB29
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Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics
Black-BoxVariationalInferenceasDistilledLangevinDynamicsMatthewHoffman1Yi-AnMa12AbstractrithmsareMarkovchainMonteCarlo(MCMC)andvaria-tionalInference(VI).VIchoosesafamilyoftractabledis-Variationalin...
Inference Variational Approximation to as
2023-11-14 21:43:181543733.15 KB9
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Accelerating Large-Scale Inference with Anisotropic Vector Quantization
AcceleratingLarge-ScaleInferencewithAnisotropicVectorQuantizationRuiqiGuo1PhilipSun1ErikLindgren1QuanGeng1DavidSimcha1FelixChern1SanjivKumar1Abstract(MIPS)problem,consideradatabaseX={xi}i=1,2,...,n...
Inference with Vector Large-Scale Accelerating
2023-11-14 21:42:551986603.6 KB14
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Accelerated Message Passing for Entropy-Regularized MAP Inference
AcceleratedMessagePassingforEntropy-RegularizedMAPInferenceJonathanN.Lee1AldoPacchiano2PeterBartlett23MichaelI.Jordan23AbstractInferenceinthesemodelshasmultipleapplications,rangingfromcomputervisio...
for Inference Map Accelerated Message
2023-11-14 21:42:541999797.08 KB17
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Variational Inference for sparse network reconstruction from count data
VariationalInferenceofSparseNetworkfromCountDataJulienChiquet1MahendraMariadassou2Ste´phaneRobin1Abstractoreticalgroundingsforcapturingconditionaldependencerelationshipsbetweennodes:iandjarelinked...
for from Inference Sparse Variational
2023-11-13 14:48:5615741.72 MB19
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Validating Causal Inference Models via Influence Functions
ValidatingCausalInferenceModelsviaInﬂuenceFunctionsAhmedM.Alaa1MihaelavanderSchaar123AbstractFigure1.Pictorialrepresentationofourvalidationprocedure.Toestimatetheperformancesoftwocompetingmodels(m...
Inference Models via Causal Functions
2023-11-13 14:48:5618181.03 MB27
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Understanding and Accelerating Particle-Based Variational Inference
UnderstandingandAcceleratingParticle-BasedVariationalInferenceChangLiu1JingweiZhuo1PengyuCheng2RuiyiZhang2JunZhu1LawrenceCarin2Abstractmethods(Geman&Geman,1987;Nealetal.,2011;Welling&Teh,2011;Dinge...
Inference Variational and Understanding Accelerating
2023-11-13 14:48:521654777.91 KB12
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Spectral Approximate Inference
SpectralApproximateInferenceSejunPark1EunhoYang234Se-YoungYun35JinwooShin134Abstract(Salakhutdinov&Larochelle,2010).MostInferenceprob-lemsarisinginGMs,e.g.,obtainingdesiredsamplesandGivenagraphical...
Inference Approximate Spectral
2023-11-13 14:48:361223614.15 KB9
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Scalable Training of Inference Networks for Gaussian-Process Models
ScalableTrainingofInferenceNetworksforGaussian-ProcessModelsJiaxinShi1MohammadEmtiyazKhan2JunZhu1AbstractFigure1.InferencenetworksforGPsareanalternativewaytopredictoutputf∗giventestinputsx∗.Infer...
of for Networks Inference Scalable
2023-11-13 14:48:2914581.31 MB15
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Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets
ScalableMetropolis–HastingsforExactBayesianInferencewithLargeDatasetsRobCornish1PaulVanetti1AlexandreBouchard-Coˆte´2GeorgeDeligiannidis13ArnaudDoucet13AbstractLikelihoodevaluationsperiteration1...
for Inference with Bayesian Exact
2023-11-13 14:48:281672517.31 KB27
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Robust Inference via Generative Classifiers for Handling Noisy Labels
RobustInferenceviaGenerativeClassiﬁersforHandlingNoisyLabelsKiminLee1SukminYun1KibokLee2HonglakLee32BoLi4JinwooShin15Abstract2018)orwebdata(Krauseetal.,2016).Machine-generatedlabelsareoftenused;e....
for Inference Generative via Robust
2023-11-13 14:48:261836847.33 KB8
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Recurrent Kalman Networks Factorized Inference in High-Dimensional Deep Feature Spaces
RecurrentKalmanNetworks:FactorizedInferenceinHigh-DimensionalDeepFeatureSpacesPhilippBecker123HaritPandya4GregorGebhardt1ChengZhao5JamesTaylor6GerhardNeumann423Abstract1.IntroductionInordertointegr...
Networks Inference Recurrent High-dimensional in
2023-11-13 14:48:221158522.34 KB18
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Predicate Exchange Inference with Declarative Knowledge
PredicateExchange:InferencewithDeclarativeKnowledgeZennaTavares1JavierBurroni2EdgarMinasyan3ArmandoSolarLezama1RajeshRanganath4Abstracttributionoverthreedimensionalscenes.Someformsofknowledge,sucha...
Inference with Knowledge Predicate Exchange
2023-11-13 14:48:171606954.87 KB12
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Orthogonal Random Forest for Causal Inference
OrthogonalRandomForestforCausalInferenceMirunaOprescu1VasilisSyrgkanis1ZhiweiStevenWu2Abstractunknownnuisancefunctionthatalsoneedstobeestimatedfromdata.Examplesincludenon-parametricregression,Wepro...
for Inference random Causal Orthogonal
2023-11-13 14:48:116701 MB11
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Neurally-Guided Structure Inference
Neurally-GuidedStructureInferenceSidiLu1JiayuanMao23JoshuaB.Tenenbaum245JiajunWu2AbstractAnemergingresearchtopicistodiscoverappropriatestruc-turesfromdataautomatically(Kemp&Tenenbaum,2008;Moststruc...
Inference Structure Neurally-Guided
2023-11-13 14:47:589381.47 MB18
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Multi-Object Representation Learning with Iterative Variational Inference
Multi-ObjectRepresentationLearningwithIterativeVariationalInferenceKlausGreff12RaphaëlLopezKaufman3RishabhKabra3NickWatters3ChrisBurgess3DanielZoran3LoicMatthey3MatthewBotvinick3AlexanderLerchner3...
Learning Inference Variational with Iterative
2023-11-13 14:47:5519574.71 MB12
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Moment-Based Variational Inference for Markov Jump Processes
Moment-BasedVariationalInferenceforMarkovJumpProcessesChristianWildner1HeinzKoeppl1Abstractalsoapplyacontinuousversionoftheclassicalforward-backwardalgorithmforhiddenMarkovmodels.Inthecon-Wepropose...
for Inference Variational Markov Processes
2023-11-13 14:47:5314961.66 MB5
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LR-GLM High-Dimensional Bayesian Inference Using Low-Rank Data Approximations
LR-GLM:High-DimensionalBayesianInferenceUsingLow-RankDataApproximationsBrianL.Trippe1JonathanH.Huggins2RajAgrawal1TamaraBroderick1Abstractpresenceofadiseaseoramedicalpractitionermaywishtounderstand...
Using Inference Low-Rank High-dimensional Bayesian
2023-11-13 14:47:4815031.62 MB4
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Low Latency Privacy Preserving Inference
LowLatencyPrivacyPreservingInferenceAlonBrutzkus1OrenElisha2RanGilad-Bachrach3Abstractdictionservice,whichshouldbecapableofoperatingontheencrypteddatawithouthavingaccesstotherawdata.Whenapplyingmac...
Inference low Privacy Latency Preserving
2023-11-13 14:47:47635403.5 KB29
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Locally Private Bayesian Inference for Count Models
LocallyPrivateBayesianInferenceforCountModelsAaronSchein1ZhiweiStevenWu2AlexandraSchoﬁeld3MingyuanZhou4HannaWallach5AbstractTowardthatend,wepresentamethodforprivacy-preservingBayesianInferenceforP...
for Inference Models Bayesian Private
2023-11-13 14:47:4619042.99 MB26
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