"Matrix"的相关文档

标签“Matrix”的相关文档，共49条

Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
Closed-formMarginalLikelihoodinGamma-PoissonMatrixFactorizationLouisFilstroff1AlbertoLumbreras1Ce´dricFe´votte1AbstractwhereweusetheshapeandrateparametrizationoftheGammadistribution,i.e.,Gamma(x...
Matrix in Factorization Likelihood Closed-form
2023-11-13 11:59:14614458.36 KB26
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Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data
TowardEfﬁcientandAccurateCovarianceMatrixEstimationonCompressedDataXixianChen12MichaelR.Lyu12IrwinKing12Abstractwithitsextensions(Zouetal.,2006),LinearDiscrimi-nantAnalysis(LDA),andQuadraticDiscri...
Efficient Matrix and Estimation Covariance
2023-11-12 20:45:25811580.74 KB16
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Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations
ProvableAlternatingGradientDescentforNon-negativeMatrixFactorizationwithStrongCorrelationsYuanzhiLi1YingyuLiang1AbstractBydoingso,onecanavoidcancellationofdifferentfea-turesandimproveinterpretabili...
for Matrix Gradient Descent Provable
2023-11-12 20:45:041885433.6 KB1
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On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations
OnMixedMembershipsandSymmetricNonnegativeMatrixFactorizationsXueyuMao1PurnamritaSarkar2DeepayanChakrabarti3Abstractinstance,individualsinasocialnetworkmayhavemul-tipleinterests,andhencearebestdescr...
Matrix and on Nonnegative Mixed
2023-11-12 20:44:551304433.9 KB23
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Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates
NonnegativeMatrixFactorizationforTimeSeriesRecoveryFromaFewTemporalAggregatesJialiMei12YohannDeCastro1YannigGoude12GeorgesHe´brail2AbstractticipantisbilledbytheTSO.Tocalculatetheimbalancecausedbya...
for Matrix Time Series Nonnegative
2023-11-12 20:44:541424315.08 KB20
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Nearly Optimal Robust Matrix Completion
NearlyOptimalRobustMatrixCompletionYeshwanthCherapanamjeri1KartikGupta1PrateekJain1AbstractSupp(S∗)⊂ΩandsamplingoperatorPΩ:Rm×n→Rm×nisdeﬁnedas:Inthispaper,weconsidertheproblemofRo-bustMatri...
Matrix Completion Robust Optimal Nearly
2023-11-12 20:44:51770451.15 KB10
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Faster Principal Component Regression and Stable Matrix Chebyshev Approximation
FasterPrincipalComponentRegressionandStableMatrixChebyshevApproximationZeyuanAllen-Zhu1YuanzhiLi2AbstracttasksofPCPandPCRbecometrivialbecausetheprojec-tionMatrixcanbeconstructedexplicitly.Wesolvepr...
Matrix and Regression Principal Component
2023-11-12 20:44:241457490.91 KB19
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Bayesian Boolean Matrix Factorisation
BayesianBooleanMatrixFactorisationTammoRukat1ChrisC.Holmes12MichalisK.Titsias3ChristopherYau4AbstractN=10observationofsizeD=17x10BooleanMatrixfactorisationaimstodecomposen=0n=1n=2n=3n=4n=5n=6n=7n=8...
Matrix Bayesian Boolean Factorisation
2023-11-12 20:43:56649942.83 KB25
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Algebraic Variety Models for High-Rank Matrix Completion
AlgebraicVarietyModelsforHigh-RankMatrixCompletionGregOngie1RebeccaWillett2RobertD.Nowak2LauraBalzano1AbstracttheMatrix.TheassumptionthattheMatrixislow-rankisequivalenttoassumingthedatalieson(ornea...
for Algebraic Variety Models High-Rank
2023-11-12 20:43:496291.13 MB7
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