"Monte"的相关文档

标签“Monte”的相关文档，共19条

On the Convergence of Hamiltonian Monte Carlo with Stochastic Gradients
OntheConvergenceofHamiltonianMonteCarlowithStochasticGradientsDifanZou1QuanquanGu1AbstracttionssuchasBayesianinference,reinforcementlearning,andcomputervision.Inthepastdecades,manyMCMCHamiltonianMo...
of on Convergence the Monte
2023-11-16 19:15:4614633.97 MB27
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Nonparametric Hamiltonian Monte Carlo
NonparametricHamiltonianMonteCarloCarolMak1FabianZaiser1LukeOng1Abstractessentialtoautomatetheinferenceoflatentvariablesinthemodel,conditionedontheobserveddata.Probabilisticprogrammingusesprogramst...
Monte Carlo Nonparametric Hamiltonian
2023-11-16 19:15:3817982.44 MB6
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Monte Carlo Variational Auto-Encoders
MonteCarloVariationalAuto-EncodersAchilleThin1NikitaKotelevskii2AlainDurmus3MaximPanov2EricMoulines14ArnaudDoucet5AbstractEvidenceLowerBound(ELBO)deﬁnedasVariationalauto-encoders(VAE)arepopulardee...
Variational Monte Carlo Auto-Encoders
2023-11-16 19:15:281943844.69 KB3
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Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
ImprovingLosslessCompressionRatesviaMonteCarloBits-BackCodingYangjunRuan12KarenUllrich23DanielSevero12JamesTownsend4AshishKhisti1ArnaudDoucet5AlirezaMakhzani12ChrisJ.Maddison12Abstract<latexitsha1_...
via Improving Monte Carlo Compression
2023-11-16 18:47:026961.43 MB13
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Annealed Flow Transport Monte Carlo
AnnealedFlowTransportMonteCarloMichaelArbel1AlexanderG.D.G.Matthews2ArnaudDoucet2Abstractsequenceofannealedtargetsπk∝π1−βkπβkbridging0KAnnealedImportanceSampling(AIS)anditssmoothlyaneasy-to-...
Transport Monte Carlo Flow Annealed
2023-11-16 18:00:32730420.19 KB2
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A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization
AGradientBasedStrategyforHamiltonianMonteCarloHyperparameterOptimizationAndrewCampbell1WenlongChen2VincentStimper34Jose´MiguelHerna´ndez-Lobato3YichuanZhang5Abstractbehaviourandhighlycorrelatedsa...
for Gradient Based Monte Carlo
2023-11-16 17:52:039853.01 MB25
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Unifying Orthogonal Monte Carlo Methods
UnifyingOrthogonalMonteCarloMethodsKrzysztofChoromanski1MarkRowland2WenyuChen3AdrianWeller24Abstractetal.,2018b).WerefertotheclassofmethodsusingsuchorthogonalcouplingsasorthogonalMonteCarlo(OMC).Ma...
Unifying Methods Orthogonal Monte Carlo
2023-11-13 14:48:5413421.13 MB17
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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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Replica Conditional Sequential Monte Carlo
ReplicaConditionalSequentialMonteCarloAlexanderY.Shestopaloff12ArnaudDoucet32AbstractdensitygivenbyWeproposeaMarkovchainMonteCarloT(MCMC)schemetoperformstateinferenceinnon-linearnon-Gaussianstate-s...
Conditional Sequential Monte Carlo Replica
2023-11-13 14:48:241693642.52 KB26
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Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization
Non-AsymptoticAnalysisofFractionalLangevinMonteCarloforNon-ConvexOptimizationThanhHuyNguyen1UmutS¸ims¸ekli1Gae¨lRichard1Abstract1.IntroductionRecentstudiesondiffusion-basedsamplingmeth-Diffusion...
of Analysis Fractional Monte Carlo
2023-11-13 14:47:59848391.81 KB11
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Amortized Monte Carlo Integration
AmortizedMonteCarloIntegrationAdamGolin´ski12FrankWood3TomRainforth1Abstractthusbesummarizedintheformofoneormoreexpecta-tionsEp(xy)f(x),wheref(x)isatargetfunctionandCurrentapproachestoamortizingBa...
Monte Carlo Amortized Integration
2023-11-13 14:46:231523489.57 KB29
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Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits
AdaptiveMonteCarloMultipleTestingviaMulti-ArmedBanditsMartinJ.Zhang1JamesZou123DavidTse1Abstractwhosegoalistoidentifyassociationsbetweenthegeno-types(singlenucleotidepolymorphismsorSNPs)andtheMonte...
Adaptive via Multiple Monte Carlo
2023-11-13 14:46:1811381.83 MB21
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Stochastic Variance-Reduced Hamilton Monte Carlo Methods
StochasticVariance-ReducedHamiltonMonteCarloMethodsDifanZou1PanXu1QuanquanGu1Abstractconvergestoitsstationarydistribution,a.k.a.,theGibbsmeasure⇡/exp(f(x)).Notethat⇡issmoothandWeproposeafaststoch...
Methods Stochastic Monte Carlo Variance-Reduced
2023-11-13 12:00:4616831.28 MB9
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On Nesting Monte Carlo Estimators
OnNestingMonteCarloEstimatorsTomRainforth1RobertCornish12HongseokYang3AndrewWarrington2FrankWood4Abstractfromportfolioriskmanagement(Gordy&Juneja,2010)tostochasticcontrol(Belomestnyetal.,2010).Inpa...
on Estimators Monte Carlo Nesting
2023-11-13 12:00:186632.33 MB25
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DiCE The Infinitely Differentiable Monte Carlo Estimator
DiCE:TheInﬁnitelyDifferentiableMonteCarloEstimatorJakobFoerster1GregoryFarquhar1MaruanAl-Shedivat2TimRockta¨schel1EricP.Xing2ShimonWhiteson1AbstractEstimatingtheﬁrstordergradientsiscomputational...
the Differentiable Monte Carlo DiCE
2023-11-13 11:59:266651.33 MB25
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Probabilistic Path Hamiltonian Monte Carlo
ProbabilisticPathHamiltonianMonteCarloVuDinh1ArmanBilge12ChengZhang1FrederickA.MatsenIV1Abstractdatestep,andthushasprovedtobemoreeffectivethanstandardMCMCmethodsinavarietyofapplications.TheHamilton...
Probabilistic Monte Carlo Hamiltonian Path
2023-11-12 20:45:031606438.95 KB27
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Magnetic Hamiltonian Monte Carlo
MagneticHamiltonianMonteCarloNileshTripuraneni1MarkRowland2ZoubinGhahramani23RichardTurner2Abstract(asymptotically)exactinference(Neal,1996;Hoffman&Gelman,2014;Carpenteretal.,2016).HamiltonianMonte...
Monte Carlo Magnetic Hamiltonian
2023-11-12 20:44:467041.58 MB13
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Learning in POMDPs with Monte Carlo Tree Search
LearninginPOMDPswithMonteCarloTreeSearchSammieKatt1FransA.Oliehoek2ChristopherAmato1Abstracttodecisionmakingbymaintainingaprobabilitydistribu-tionoverpossiblemodelsastheagentactsinanonlinerein-TheP...
Learning with in Tree Monte
2023-11-12 20:44:401520478.37 KB28
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Fractional Langevin Monte Carlo Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo
FractionalLangevinMonteCarlo:ExploringLe´vyDrivenStochasticDifferentialEquationsforMarkovChainMonteCarloUmutS¸ims¸ekli1Abstractuousdiffusionwhichhasπasastationarydistribution.Inpractice,πisusu...
Fractional Monte Carlo Langevin Exploring
2023-11-12 20:44:251348523.13 KB23
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