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标签“Multiple”的相关文档，共25条

Optimal Off-Policy Evaluation from Multiple Logging Policies
OptimalOff-PolicyEvaluationfromMultipleLoggingPoliciesNathanKallus1YutaSaito1MasatoshiUehara1AbstractInmostoftheabovestudies,theobservationsusedtoevalu-ateanewpolicyareassumedgeneratedbyasinglelogg...
from Optimal Multiple Off-Policy Evaluation
2023-11-16 19:28:251447434.3 KB23
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Model Performance Scaling with Multiple Data Sources
ModelPerformanceScalingwithMultipleDataSourcesTatsunoriHashimoto1Abstractprovidespowerfultoolstoimproveandevaluatemodelbe-havior,butalsoposesanadditionalchallenge:whatistheReal-worldmachinelearning...
with Model Data Multiple Scaling
2023-11-16 19:04:561591686.29 KB6
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Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
Expressive1-LipschitzNeuralNetworksforRobustMultipleGraphLearningagainstAdversarialAttacksXinZhao1ZeruZhang1ZijieZhang1LingfeiWu2JiayinJin1YangZhou1RuomingJin3DejingDou45DaYan6Abstractment)(Zhang&T...
Neural for Networks Robust Multiple
2023-11-16 18:38:061397623.05 KB23
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Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification
BinaryClassiﬁcationfromMultipleUnlabeledDatasetsviaSurrogateSetClassiﬁcationNanLu12ShidaLei1GangNiu2IsseiSato12MasashiSugiyama21Abstractetal.,2017;VanRooyen&Williamson,2018;Hanetal.,2018;2020;Fan...
from via Multiple Binary Classification
2023-11-16 18:07:377152.42 MB17
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Aggregating From Multiple Target-Shifted Sources
AggregatingFromMultipleTarget-ShiftedSourcesChangjianShui1ZijianLi2JiaqiLi3ChristianGagne´14CharlesX.Ling3BoyuWang35AbstractFigure1.LimitationofmerelyconsideringmarginaldistributionP(x)inthesource...
from Multiple Sources Aggregating Target-Shifted
2023-11-16 18:00:2915872.31 MB18
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Lifted Disjoint Paths with Application in Multiple Object Tracking
LiftedDisjointPathswithApplicationinMultipleObjectTrackingAndreaHornakova1RobertoHenschel2BodoRosenhahn2PaulSwoboda1Abstracttectionsareremovedwhilecorrectdetectionsareassociatedtothecorrespondingid...
with in Multiple Application Lifted
2023-11-14 21:45:021955382.34 KB23
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Learning with Multiple Complementary Labels
LearningwithMultipleComplementaryLabelsLeiFeng1TakuoKaneko23BoHan43GangNiu3BoAn1MasashiSugiyama32Abstractunlabeledlearning(duPlessisetal.,2014;2015;Elkan&Noto,2008;Kiryoetal.,2017;Sakaietal.,2017;2...
Learning with Multiple Labels Complementary
2023-11-14 21:45:0117304.67 MB8
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Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion
LearningTask-AgnosticEmbeddingofMultipleBlack-BoxExpertsforMulti-TaskModelFusionTrongNghiaHoang1ChiThanhLam2BryanKianHsiangLow2PatrickJaillet3Abstractwouldthereforehavedifferentdistributionsorstati...
Learning of Multiple Experts Black-box
2023-11-14 21:44:579212.14 MB20
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Composing Molecules with Multiple Property Constraints
Multi-ObjectiveMoleculeGenerationusingInterpretableSubstructuresWengongJin1ReginaBarzilay1TommiJaakkola1Abstractwithsubstructures(e.g.,functionalgroupsorlaterpieces)thatdrivespeciﬁcpropertiesofint...
with Composing Multiple Constraints Property
2023-11-14 21:43:3118512.12 MB28
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Bayesian Optimisation over Multiple Continuous and Categorical Inputs
BayesianOptimisationoverMultipleContinuousandCategoricalInputsBinxinRu∗1AhsanS.Alvi∗1VuNguyen1MichaelA.Osborne1StephenJRoberts1AbstractForexample,withadeepneuralnetwork,wemaywanttoadjustthelearni...
and Bayesian Multiple Continuous Optimisation
2023-11-14 21:43:13836798.79 KB3
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Aggregation of Multiple Knockoffs
AggregationofMultipleKnockoffsTuan-BinhNguyen12Je´roˆme-AlexisChevalier2BertrandThirion2SylvainArlot1Abstractornot;ii)itrequiresagoodgenerativemodelforfeatures,butposesfewconditionsforthevalidity...
of Aggregation Multiple Knockoffs
2023-11-14 21:43:039641.47 MB7
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Adversarial Robustness Against the Union of Multiple Threat Models
AdversarialRobustnessAgainsttheUnionofMultiplePerturbationModelsPratyushMaini1EricWong2J.ZicoKolter34Abstracttheexistenceofdatapointswhichcanbeadversariallyper-turbedtobemisclassiﬁed,butare“close...
of Adversarial the Multiple Union
2023-11-14 21:43:021719389.7 KB26
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The advantages of Multiple classes for reducing overfitting from test set reuse
TheAdvantagesofMultipleClassesforReducingOverﬁttingfromTestSetReuseVitalyFeldman12RoyFrostig1MoritzHardt34Abstracttransferrathergracefullytoanewlycollectedtestsetcol-lectedfromthesamesourceaccordi...
of for the Multiple Classes
2023-11-13 14:48:441193381.2 KB26
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Optimistic Policy Optimization via Multiple Importance Sampling
OptimisticPolicyOptimizationviaMultipleImportanceSamplingMatteoPapini1AlbertoMariaMetelli1LorenzoLupo1MarcelloRestelli1Abstractpeholtetal.,2018).Thisiswellmotivated,asinteractingwithsomeenvironment...
Optimization Sampling via Multiple Policy
2023-11-13 14:48:101004516.62 KB23
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Discovering Latent Covariance Structures for Multiple Time Series
DiscoveringLatentCovarianceStructuresforMultipleTimeSeriesAnhTong1JaesikChoi1AbstracttheAutomaticBayesianCovarianceDiscovery(ABCD)whichsolvesregressiontasksusingGaussianProcess(GP)Analyzingmultivar...
for Time Multiple Latent Discovering
2023-11-13 14:46:5514322.85 MB11
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Collective Model Fusion for Multiple Black-Box Experts
CollectiveModelFusionforMultipleBlack-BoxExpertsQuangMinhHoang1TrongNghiaHoang2BryanKianHsiangLow3CarlKingsford1Abstractfusion,localexpertsarefurtherexpectedtohaveemployedahomogeneousdesignwithlimi...
for Model Multiple Experts Black-box
2023-11-13 14:46:391407487.74 KB9
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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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A Multitask Multiple Kernel Learning Algorithm for Survival Analysis with Application to Cancer Biology
AMultitaskMultipleKernelLearningAlgorithmforSurvivalAnalysiswithApplicationtoCancerBiologyOnurDereli1CeydaOg˘uz2MehmetGo¨nen234Abstract(Cox,1972;Cox&Oakes,1984;Bakkeretal.,2004;Shiv-aswamyetal.,2...
Learning for Kernel Algorithm Multiple
2023-11-13 14:46:131073854.9 KB10
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RadialGAN Leveraging Multiple datasets to improve target-specific predictive models using Generative Adversarial Networks
RadialGAN:LeveragingMultipledatasetstoimprovetarget-speciﬁcpredictivemodelsusingGenerativeAdversarialNetworksJinsungYoon1JamesJordon2MihaelavanderSchaar123Abstractinhospitalsperformwelloneachhospi...
Multiple to Leveraging Improve Datasets
2023-11-13 12:00:3119491.69 MB7
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Bayesian Quadrature for Multiple Related Integrals
BayesianQuadratureforMultipleRelatedIntegralsXiaoyueXi1Franc¸ois-XavierBriol123MarkGirolami123Abstractfunctionevaluationsandthereforeareuncertaintaboutthevalueoftheintegral.ThenotionofBayesianprob...
for Bayesian Multiple Quadrature Related
2023-11-13 11:59:085521.27 MB16
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