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标签“with”的相关文档，共634条

Dynamic Learning with Frequent New Product Launches A Sequential Multinomial Logit Bandit Problem
DynamicLearningwithFrequentNewProductLaunches:ASequentialMultinomialLogitBanditProblemJunyuCao1WeiSun2Abstractmarketdynamicssoastoimprovelonger-termproﬁtability,yettheymayhavetosacriﬁceshort-term...
Learning with Dynamic New Frequent
2023-11-13 14:46:59898588.76 KB4
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DoubleSqueeze Parallel Stochastic Gradient Descent with Double-pass Error-Compensated Compression
DOUBLESQUEEZE:ParallelStochasticGradientDescentwithDouble-passError-CompensatedCompressionHanlinTang1XiangruLian1ChenYu1TongZhang2JiLiu31Abstract1.IntroductionAstandardapproachinlargescalemachinele...
with Gradient Descent Stochastic Parallel
2023-11-13 14:46:588192.54 MB7
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Domain Agnostic Learning with Disentangled Representations
DomainAgnosticLearningwithDisentangledRepresentationsXingchaoPeng1ZijunHuang2XimengSun1KateSaenko1Abstractpeople,ondifferentmaterials,andunderdifferentlightingconditions;animagerecognitionsystemapp...
Learning Representations with Domain Disentangled
2023-11-13 14:46:5818943.84 MB24
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Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
DomainAdaptationwithAsymmetrically-RelaxedDistributionAlignmentYifanWu1EzraWinston1DivyanshKaushik1ZacharyC.Lipton1Abstractever,well-chosenassumptionscanmakepossiblealgorithmswithnon-vacuousperform...
with Domain Adaptation Distribution Alignment
2023-11-13 14:46:587201.48 MB21
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Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
DistributionalMultivariatePolicyEvaluationandExplorationwiththeBellmanGANDrorFreirich1TzahiShimkin1RonMeir1AvivTamar2Abstracting(DiRL)approach,wherethevaluedistribution,ratherthantheexpectationarel...
and with Evaluation Policy Exploration
2023-11-13 14:46:57579788.75 KB17
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DL2 Training and Querying Neural Networks with Logic
DL2:TrainingandQueryingNeuralNetworkswithLogicMarcFischer1MislavBalunovic´1DanaDrachsler-Cohen1TimonGehr1CeZhang1MartinVechev1AbstractWeintroduceanewmethodandsystem,calledDL22(acronymforDeepLearni...
Neural Networks and with Training
2023-11-13 14:46:57677466.99 KB21
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Distributed Learning with Sublinear Communication
DistributedLearningwithSublinearCommunication1121JayadevAcharyaChristopherDeSaDylanJ.FosterKarthikSridharanAbstractwhere"(H,N)isadecreasingfunctionofN.Thispaperfocusesondistributedstatisticallearni...
Learning Distributed with Communication Sublinear
2023-11-13 14:46:569581.07 MB5
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Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography
DiscriminativeRegularizationforLatentVariableModelswithApplicationstoElectrocardiographyAndrewC.Miller1ZiadObermeyer2JohnP.Cunningham3SendhilMullainathan4Abstracttion(e.g.atrialﬁbrillationoraﬁb,a...
for Models with Latent Regularization
2023-11-13 14:46:5516911.03 MB30
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Discovering Conditionally Salient Features with Statistical Guarantees
DiscoveringConditionallySalientFeatureswithStatisticalGuaranteesJaimeRoqueroGimenez1JamesZou2Abstractingsomestatisticalcontrolontherateoffalsediscoveries.Thisproblemhasbeenextensivelystudiedinthest...
with Guarantees Statistical Discovering Features
2023-11-13 14:46:5416201.17 MB16
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Differentially Private Empirical Risk Minimization with Non-convex Loss Functions
DifferentiallyPrivateEmpiricalRiskMinimizationwithNon-convexLossFunctionsDiWang1ChangyouChen1JinhuiXu1Abstractsultsobtainedfromsensitivedatasothatthedistributionoftheperturbedresultsisinsensitiveto...
with Differentially Private Non-convex Minimization
2023-11-13 14:46:52514201.08 KB20
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Deep Gaussian Processes with Importance-Weighted Variational Inference
DeepGaussianProcesseswithImportance-WeightedVariationalInferenceHughSalimbeni12VincentDutordoir2JamesHensman2MarcPeterDeisenroth12AbstractFigure1:Posteriordensityfromatwo-layermodel,illus-tratingno...
Inference Variational with Deep Gaussian
2023-11-13 14:46:50784783.01 KB3
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Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models
Decomposingfeature-levelvariationwithCovariateGaussianProcessLatentVariableModelsKasparMärtens1KieranRCampbell234ChristopherYau56Abstractpointn=1,...,Nandasetofmappingsf(j):z→y(j)foreveryfeaturey...
with Gaussian Process Covariate Decomposing
2023-11-13 14:46:4918023.18 MB16
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Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
DecentralizedStochasticOptimizationandGossipAlgorithmswithCompressedCommunicationAnastasiaKoloskova1SebastianU.Stich1MartinJaggi1Abstracttionwithneighboringdevices.Thiscoversforinstancetheclassicse...
Optimization and Algorithms with Stochastic
2023-11-13 14:46:4913213.16 MB29
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DAG-GNN DAG Structure Learning with Graph Neural Networks
DAG-GNN:DAGStructureLearningwithGraphNeuralNetworksYueYu1JieChen23TianGao3MoYu3Abstract1988)withmanyapplicationsinmedicine,genetics,eco-nomics,andepidemics.ItsstructurelearningproblemisLearningafai...
Learning Neural with Graph Structure
2023-11-13 14:46:481650600.24 KB11
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Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models
CounterfactualOff-PolicyEvaluationwithGumbel-MaxStructuralCausalModelsMichaelOberst1DavidSontag1Abstractoptimistically,arethereliveswhichcouldhavebeensaved?Thisquestionbecomesincreasinglyrelevant,w...
Structural with Off-Policy Evaluation Causal
2023-11-13 14:46:4610111.42 MB3
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Co-manifold learning with missing data
Co-manifoldlearningwithmissingdataGalMishne1EricC.Chi2RonaldR.Coifman1AbstractYetformanydatamatrices,forexampleingeneexpres-sionstudies,recommendationsystems,sensornetworks,Representationlearningis...
Learning with Data Missing Co-manifold
2023-11-13 14:46:3913233.59 MB25
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CHiVE Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network
CHiVE:VaryingProsodyinSpeechSynthesiswithaLinguisticallyDrivenDynamicHierarchicalConditionalVariationalNetworkVincentWan1Chun-anChan1TomKenter1JakubVit2RobClark1AbstractμPredictedprosodicfeaturesT...
with in Synthesis Speech Prosody
2023-11-13 14:46:3716983.72 MB24
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Cautious Regret Minimization Online Optimization with Long-Term Budget Constraints
CautiousRegretMinimization:OnlineOptimizationwithLong-TermBudgetConstraintsNikolaosLiakopoulos12ApostolosDestounis1GeorgiosPaschos1ThrasyvoulosSpyropoulos2PanayotisMertikopoulos3Abstractafunctionof...
Online Optimization with Regret Minimization
2023-11-13 14:46:36735708.05 KB12
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Bilinear Bandits with Low-rank Structure
BilinearBanditswithLow-rankStructureKwang-SungJun1RebeccaWillett2StephenWright3RobertNowak3Abstractsystemmaywanttochooseapairofitems(top,bottom)foracustomer,whoseappealdependsinpartonwhethertheyWei...
Low-Rank with Bandits Structure Bilinear
2023-11-13 14:46:328941.17 MB13
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Beyond Backprop Online Alternating Minimization with Auxiliary Variables
BeyondBackprop:OnlineAlternatingMinimizationwithAuxiliaryVariablesAnnaChoromanska1BenjaminCowen1SadhanaKumaravel2RonnyLuss2MattiaRigotti2IrinaRish2BrianKingsbury2PaoloDiAchille2ViatcheslavGurev2Rav...
Online with Beyond Auxiliary Minimization
2023-11-13 14:46:328151.92 MB13
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