"Regularization"的相关文档

标签“Regularization”的相关文档，共35条

Fiedler Regularization Learning Neural Networks with Graph Sparsity
FiedlerRegularization:LearningNeuralNetworkswithGraphSparsityEdricTam1DavidDunson1Abstractthusbeendeveloped.Thesetechniquesoftenregularizethenetworksfromaglobal/uniformperspective,e.g.weightde-Wein...
Learning Neural Networks with Graph
2023-11-14 21:44:141041277.41 KB15
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Traditional and Heavy Tailed Self Regularization in Neural Network Models
TraditionalandHeavyTailedSelfRegularizationinNeuralNetworkModelsCharlesH.Martin1MichaelW.Mahoney2Abstracttheorydidnotapplytothesesystems(Vapniketal.,1994).Itwasoriginallyassumedthatlocalminimainthe...
and in Regularization Self Traditional
2023-11-13 14:48:501787627.98 KB5
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Regularization in directable environments with application to Tetris
RegularizationinDirectableEnvironmentswithApplicationtoTetrisJanMalteLichtenberg1O¨zgu¨rS¸ims¸ek1AbstractonRegularization.Speciﬁcally,weproposeamodelthatintroducesabiastowardgivingallfeaturese...
with in to Regularization Application
2023-11-13 14:48:231338420.65 KB28
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On Dropout and Nuclear Norm Regularization
OnDropoutandNuclearNormRegularizationPooryaMianjy1RamanArora1Abstractislinear,therepresentationinfactoredformmakestheop-timizationlandscapenon-convexandhence,challengingWegiveaformalandcompletechar...
and on Dropout Regularization Nuclear
2023-11-13 14:48:026391.73 MB5
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Learning-to-Learn Stochastic Gradient Descent with Biased Regularization
Learning-to-LearnStochasticGradientDescentwithBiasedRegularizationGiuliaDenevi12CarloCiliberto34RiccardoGrazzi14MassimilianoPontil14Abstracttasksfromaprescribedfamily.Tohighlightthedifferencebetwee...
with Gradient Descent Stochastic Regularization
2023-11-13 14:47:441113758.55 KB13
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Efficient Full-Matrix Adaptive Regularization
EfﬁcientFull-MatrixAdaptiveRegularizationNamanAgarwal1BrianBullins12XinyiChen1EladHazan12KaranSingh12CyrilZhang12YiZhang12AbstractThisbringsustoadaptiveRegularization:themostsophis-ticated,hardtoi...
Adaptive Efficient Regularization Full-Matrix
2023-11-13 14:47:0010081.53 MB25
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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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Control Regularization for Reduced Variance Reinforcement Learning
ControlRegularizationforReducedVarianceReinforcementLearningRichardCheng1AbhinavVerma2Ga´borOrosz3SwaratChaudhuri2YisongYue1JoelW.Burdick1Abstractrithmsfocusonmaximizingthelong-termrewardthroughtr...
Learning for Reinforcement Variance Control
2023-11-13 14:46:459521.16 MB10
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A Large-Scale Study on Regularization and Normalization in GANs
ALarge-ScaleStudyonRegularizationandNormalizationinGANsKarolKurach1MarioLucic1XiaohuaZhai1MarcinMichalski1SylvainGelly1Abstractfromthetruedistributionorweresynthesizedbythegenera-tor.Thesolutiontot...
and on in Large-Scale Regularization
2023-11-13 14:46:131662835.15 KB26
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Stochastic PCA with $ ell_2$ and $ ell_1$ Regularization
StochasticPCAwith2and1RegularizationPooryaMianjy1RamanArora1Abstractsubspacethatmaximizesthevarianceindataprojectedontothesubspace,i.e.E[Ux2],amongallk-dimensionalsub-Werevisitconvexrelaxationbased...
and ell with Stochastic Regularization
2023-11-13 12:00:441695864.27 KB23
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Noisin Unbiased Regularization for Recurrent Neural Networks
Noisin:UnbiasedRegularizationforRecurrentNeuralNetworksAdjiB.Dieng1RajeshRanganath2JaanAltosaar3DavidM.Blei1Abstractvationconditionalonitsstate.ThekeyelementofanRNNisitstransitionfunction.Thetransi...
Neural for Networks Recurrent Regularization
2023-11-13 12:00:15963466.45 KB27
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Learning Compact Neural Networks with Regularization
LearningCompactNeuralNetworkswithRegularizationSametOymak1Abstractertiesofcomplexneuralnetworkmodels.Signiﬁcantques-tionsofinterestincludeefﬁcienttrainingofsuchmodelsProperRegularizationiscritica...
Learning Neural Networks with Compact
2023-11-13 11:59:54611894.43 KB22
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Implicit Regularization in Nonconvex Statistical Estimation Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
ImplicitRegularizationinNonconvexStatisticalEstimation:GradientDescentConvergesLinearlyforPhaseRetrievalandMatrixCompletionCongMa1KaizhengWang1YuejieChi2YuxinChen3Abstract1.IntroductionRecentyearsh...
Gradient Statistical in Estimation Nonconvex
2023-11-13 11:59:457901.03 MB13
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Dropout Training, Data-dependent Regularization, and Generalization Bounds
DropoutTraining,Data-dependentRegularization,andGeneralizationBoundsWenlongMou1YuchenZhou2JunGao3LiweiWang34AbstractexperimentalstudieshaveshowntheRegularizationeffectincurredbydropout,asthegapbetw...
and Dropout generalization bounds Regularization
2023-11-13 11:59:29925334.29 KB28
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Sub-sampled Cubic Regularization for Non-convex Optimization
Sub-sampledCubicRegularizationforNon-convexOptimizationJonasMoritzKohler1AurelienLucchi1Abstractlearningwhennisverylarge.Itsconvergenceproper-tiesarewellunderstoodforconvexfunctions,whichariseWecon...
for Optimization Non-convex Sub-sampled Cubic
2023-11-12 20:45:211169618.76 KB10
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