"High-dimensional"的相关文档 - 文库宝

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标签“High-dimensional”的相关文档，共21条

Solving High-dimensional parabolic PDEs using the tensor train format
SolvingHigh-dimensionalparabolicPDEsusingthetensortrainformatLorenzRichter123LeonSallandt4NikolasNu¨sken5AbstractonstochasticrepresentationsofthePDEsunderconsidera-tion(Eetal.,2017;Raissietal.,201...
Using the High-dimensional Tensor Solving
2023-11-16 19:41:525032.83 MB20
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Robust Inference for High-dimensional Linear Models via Residual Randomization
RobustInferenceforHigh-dimensionalLinearModelsviaResidualRandomizationY.SamuelWang1SiKaiLee1PanosToulis1MladenKolar1Abstractsamplesplittingprocedurestoformvalidp-values.Zhang&Zhang(2014),VandeGeere...
for Inference Models High-dimensional via
2023-11-16 19:41:37528616.13 KB2
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Multiscale Invertible Generative Networks for High-dimensional Bayesian Inference
MultiscaleInvertibleGenerativeNetworksforHigh-dimensionalBayesianInferenceShumaoZhang1PengchuanZhang2ThomasY.Hou1AbstractwhereListhelikelihoodgivenasWeproposeaMultiscaleInvertibleGenerativeL(yx)=N(...
for Networks Generative High-dimensional Bayesian
2023-11-16 19:15:3113366.17 MB9
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Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation
MetaLearningforSupportRecoveryinHigh-dimensionalPrecisionMatrixEstimationQianZhang1YilinZheng2JeanHonorio2Abstract1.IntroductionInthispaper,westudymetalearningforsup-Precision(orinversecovariance)m...
Learning for High-dimensional in Support
2023-11-16 19:05:161524495.28 KB11
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High-dimensional Gaussian Process Inference with Derivatives
High-dimensionalGaussianProcessInferencewithDerivativesFilipdeRoos12AlexandraGessner12PhilippHennig12AbstractwhichhascausedconsiderableinterestinGPmodelingduetothewidevarietyofapplicationsinwhichde...
Inference with Gaussian Process High-dimensional
2023-11-16 18:46:55663721.29 KB24
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High-dimensional Experimental Design and Kernel Bandits
High-dimensionalExperimentalDesignandKernelBanditsRomainCamilleri1JulianKatz-Samuels2KevinJamieson1AbstractWeconsiderthefollowinggamebetweenalearnerandna-ture:ateachtimet=1...T,thelearnerrequestsxt...
Kernel and High-dimensional Bandits Design
2023-11-16 18:46:551525435.25 KB4
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Classifying High-dimensional Gaussian mixtures Where kernel methods fail and neural networks succeed
ClassifyingHigh-dimensionalGaussianmixtures:WherekernelmethodsfailandneuralnetworkssucceedMariaReﬁnetti12SebastianGoldt3FlorentKrzakala2LenkaZdeborová4Abstractetal.,2018;Allen-Zhuetal.,2018;Li&Li...
Kernel Methods Gaussian High-dimensional Mixtures
2023-11-16 18:11:218613.03 MB17
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Byzantine-Resilient High-dimensional SGD with Local Iterations on Heterogeneous Data
Byzantine-ResilientHigh-dimensionalSGDwithLocalIterationsonHeterogeneousDataDeepeshData1SuhasDiggavi1Abstract(Deanetal.,2012)(e.g.,trainingamachinelearningmodelwithoutcollectingtheclients’data,whi...
with on Local High-dimensional SGD
2023-11-16 18:11:1715261.21 MB24
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The role of regularization in classification of High-dimensional noisy Gaussian mixture
TheRoleofRegularizationinClassiﬁcationofHigh-dimensionalNoisyGaussianMixtureFrancescaMignacco1FlorentKrzakala2YueM.Lu3PierfrancescoUrbani1LenkaZdeborova´1Abstractgeneratedasv∗√Weconsiderahigh-d...
of the High-dimensional in Classification
2023-11-14 21:46:4511874.42 MB14
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Inferring DQN structure for High-dimensional continuous control
InferringDQNstructureforHigh-dimensionalcontinuouscontrolAndreySakryukin1ChedyRa¨ıssi23MohanS.Kankanhalli1Abstract(Yunetal.,2017),NLP(Lietal.,2016)andothers,werepublished.Oneofthemainfocusesofrec...
for High-dimensional Continuous Control Structure
2023-11-14 21:44:3813232.91 MB30
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High-dimensional Robust Mean Estimation via Gradient Descent
High-dimensionalRobustMeanEstimationviaGradientDescentYuCheng1IliasDiakonikolas2RongGe3MahdiSoltanolkotabi4Abstractasmallconstantfractionofarbitraryoutliers.WestudytheproblemofHigh-dimensionalro-Th...
Gradient Descent High-dimensional via Robust
2023-11-14 21:44:301854345.65 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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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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Generalized Approximate Survey Propagation for High-dimensional Estimation
GeneralizedApproximateSurveyPropagationforHigh-dimensionalEstimationLucaSaglietti12YueM.Lu3CarloLucibello41AbstractpredictedthroughadynamicalsysteminvolvingonlyscalarquantitiescalledStateEvolution(...
for Approximate High-dimensional Estimation Generalized
2023-11-13 14:47:1718132.27 MB28
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Feature Grouping as a Stochastic Regularizer for High-dimensional Structured Data
FeatureGroupingasaStochasticRegularizerforHigh-dimensionalStructuredDataSergu¨lAydo¨re1BertrandThirion2Gae¨lVaroquaux2Abstract1.Largefeaturedimension:NeuroimagingdataareveryHigh-dimensional,duet...
for Feature Stochastic High-dimensional as
2023-11-13 14:47:1116611.82 MB13
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Voronoi Boundary Classification A High-dimensional Geometric Approach via Weighted Monte Carlo Integration
VoronoiBoundaryClassiﬁcation:AHigh-dimensionalGeometricApproachviaWeightedMonteCarloIntegrationVladislavPolianskii1FlorianT.Pokorny1Abstracttionrates,particularlyintheareaofimageclassiﬁcation(Kri...
High-dimensional via Classification Approach Geometric
2023-11-13 14:46:081425676.75 KB28
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High-dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm
High-dimensionalVariance-ReducedStochasticGradientExpectation-MaximizationAlgorithmRongdaZhu1LingxiaoWang2ChengxiangZhai3QuanquanGu2Abstractstudies(Balakrishnanetal.,2014;Wangetal.,2014;Yi&Caramani...
Gradient Algorithm Stochastic High-dimensional Variance-Reduced
2023-11-12 20:44:301433460.12 KB3
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High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation
High-dimensionalNon-GaussianSingleIndexModelsviaThresholdedScoreFunctionEstimationZhuoranYang1KrishnakumarBalasubramanian1HanLiu1Abstractcalledastheindices.Weconsiderestimatingtheparametriccompo-In...
Models High-dimensional via Non-Gaussian Single
2023-11-12 20:44:301793422.43 KB28
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High-dimensional Structured Quantile Regression
High-dimensionalStructuredQuantileRegressionVidyashankarSivakumar1ArindamBanerjee1Abstract2016;Vershynin,2015).Suchmodelshavebeenextendedtogeneralizedlinearmodels(Banerjeeetal.,2014;Ne-Quantileregr...
Regression High-dimensional Structured Quantile
2023-11-12 20:44:301824767.45 KB17
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Differentially Private Clustering in High-dimensional Euclidean Spaces
DifferentiallyPrivateClusteringinHigh-dimensionalEuclideanSpacesMaria-FlorinaBalcan1TravisDick1YingyuLiang2WenlongMou3HongyangZhang1Abstractthequalityofmanydifferentareasofprivatedataanalysis.Westu...
High-dimensional in Clustering Differentially Private
2023-11-12 20:44:141636320.67 KB16
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