"Sampling"的相关文档

标签“Sampling”的相关文档，共56条

A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes
ATree-BasedMethodforFastRepeatedSamplingofDeterminantalPointProcessesJenniferGillenwater1AlexKulesza1ZeldaMariet23SergeiVassilvitskii1AbstractForrecommendersystems,diversityintroducesvarietyandincr...
of for Sampling Fast Method
2023-11-13 14:46:15507508.18 KB26
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A Polynomial Time MCMC Method for Sampling from Continuous Determinantal Point Processes
APolynomialTimeMCMCMethodforSamplingfromContinuousDeterminantalPointProcessesAlirezaRezaei1ShayanOveisGharan1Abstract(Kuleszaetal.,2012;Chaoetal.,2015;Yaoetal.,2016;Gillenwateretal.,2012),videosumm...
for from Sampling Time Method
2023-11-13 14:46:141423414.09 KB10
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Thompson Sampling for Combinatorial Semi-Bandits
ThompsonSamplingforCombinatorialSemi-BanditsSiweiWang1WeiChen2AbstractdifferenceoverTstepsbetweenalwaysplayingthearmwiththeoptimalexpectedrewardandplayingthearmsWestudytheapplicationoftheThompsonsa...
for Sampling Thompson Combinatorial Semi-Bandits
2023-11-13 12:00:52920374.95 KB5
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Racing Thompson an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors
RacingThompson:anEfﬁcientAlgorithmforThompsonSamplingwithNon-conjugatePriorsYichiZhou1JunZhu1JingweZhuo1AbstractAsoneofthemostimportantproblemsinlearninganddecision-makinginunknownenvironments,MAB...
for Efficient Sampling An Algorithm
2023-11-13 12:00:311427401.5 KB24
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Minibatch Gibbs Sampling on Large Graphical Models
MinibatchGibbsSamplingonLargeGraphicalModelsChristopherDeSa1VincentChen1WingWong2Abstractisagraph-localalgorithm,inthesensethateachupdateonlyneedstoreferencedataassociatedwithalocalneighborhoodGibb...
Sampling Models on Graphical Gibbs
2023-11-13 12:00:091879606.92 KB8
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Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems
ImprovedRegretBoundsforThompsonSamplinginLinearQuadraticControlProblemsMarcAbeille1AlessandroLazaric2Abstracthasbeenmostlyaddressedfollowingtwomainapproaches:optimism-in-face-of-uncertainty(OFU)and...
for Sampling in Regret bounds
2023-11-13 11:59:461691347.15 KB20
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Approximation Guarantees for Adaptive Sampling
ApproximationGuaranteesforAdaptiveSamplingEricBalkanski1YaronSinger1Abstractandclusteringaresubmodularfunctions.Forthecanonicalproblemofmaximizinganon-decreasingsubmodularfunc-Inthispaperweanalyzea...
Adaptive for Sampling Approximation Guarantees
2023-11-13 11:59:0519941.71 MB4
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Adaptive Sampled Softmax with Kernel Based Sampling
AdaptiveSampledSoftmaxwithKernelBasedSamplingGuyBlanc1SteffenRendle2Abstractmizationalgorithm,e.g.,stochasticgradientdescent,needstocomputethegradientswithrespecttotheloss.WhentheSoftmaxisthemostco...
Adaptive Kernel Sampling with Softmax
2023-11-13 11:58:59576458.76 KB30
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Why is Posterior Sampling Better than Optimism for Reinforcement Learning
WhyisPosteriorSamplingBetterthanOptimismforReinforcementLearning?IanOsband12BenjaminVanRoy1Abstractmateoffuturevalueandselectstheactionwiththegreatestestimate.Ifaselectedactionisnotnear-optimal,the...
Sampling Posterior is Better Why
2023-11-12 20:45:348132.65 MB28
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Zonotope Hit-and-run for Efficient Sampling from Projection DPPs
ZonotopeHit-and-runforEfﬁcientSamplingfromProjectionDPPs1212GuillaumeGautierRe´miBardenetMichalValkoAbstractformofaﬁnitematrix,seeKulesza&Taskar(2012)foracomprehensivesurvey.ApplicationsofDPPsin...
for from Efficient Sampling Projection
2023-11-12 20:45:3211944.26 MB25
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Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space
ParallelandDistributedThompsonSamplingforLarge-scaleAcceleratedExplorationofChemicalSpaceJose´MiguelHerna´ndez-Lobato1JamesRequeima12EdwardO.Pyzer-Knapp34Ala´nAspuru-Guzik3Abstractcompoundsandpo...
for Distributed Sampling and Large-Scale
2023-11-12 20:45:0118121.05 MB25
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Pain-Free Random Differential Privacy with Sensitivity Sampling
Pain-FreeRandomDifferentialPrivacywithSensitivitySamplingBenjaminI.P.Rubinstein1FrancescoAlda`2Abstracttentrequirementistheneedtoboundglobalsensitivity—aLipschitzconstantofthetarget,non-privatefun...
Sampling with random Pain-Free Differential
2023-11-12 20:45:001525447.75 KB16
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On the Sampling Problem for Kernel Quadrature
OntheSamplingProblemforKernelQuadratureFranc¸ois-XavierBriol12ChrisJ.Oates34JonCockayne1WilsonYeChen5MarkGirolami24AbstractCarlo(MC)methodscanbeusedtoestimatethenumericalvalueofEqn.1.Aclassicalres...
for Kernel Sampling on the
2023-11-12 20:44:561193607.74 KB11
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Identifying Best Interventions through Online Importance Sampling
IdentifyingBestInterventionsthroughOnlineImportanceSamplingRajatSen1KarthikeyanShanmugam2AlexandrosG.Dimakis1SanjayShakkottai1AbstractHiddenVariablesMotivatedbyapplicationsincomputationalad-User-UI...
Online Sampling Identifying through Best
2023-11-12 20:44:3217171.41 MB10
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Canopy Fast Sampling with Cover Trees
Canopy—FastSamplingwithCoverTreesManzilZaheer12SatwikKottur1AmrAhmed3Jose´Moura1AlexSmola12AbstractFigure1.CanopyismuchfasteryetasaccurateasothermethodslikeEMorESCA(Zaheeretal.,2016).Thebargraphs...
Sampling with Canopy Fast Cover
2023-11-12 20:43:5814372.06 MB14
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Adaptive Sampling Probabilities for Non-Smooth Optimization
AdaptiveSamplingProbabilitiesforNon-SmoothOptimizationHongseokNamkoong1AmanSinha2SteveYadlowsky2JohnC.Duchi23Abstractcertainfeaturesareinfrequent—wewishtoleveragethisduringoptimization.Likewise,wh...
Adaptive for Optimization Sampling Probabilities
2023-11-12 20:43:4910191.08 MB4
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