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标签“Matrix”的相关文档，共49条

Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance
FastDeterministicCURMatrixDecompositionwithAccuracyAssuranceYasutoshiIda12SekitoshiKanai1YasuhiroFujiwara3TomoharuIwata3KohTakeuchi24HisashiKashima24AbstractthedataMatrix.Namely,thedecomposedmatric...
Matrix with Fast Decomposition Accuracy
2023-11-14 21:44:111736445.98 KB19
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Adversarial Nonnegative Matrix Factorization
AdversarialNonnegativeMatrixFactorizationLeiLuo12YanfuZhang2HengHuang12AbstractSinceNMFwaspopularizedbyLeeandSeung(Lee&Seung,1999),variousNMFmethodshavebeenproposed.NonnegativeMatrixFactorization(N...
Adversarial Matrix Nonnegative Factorization
2023-11-14 21:43:01775372.46 KB2
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Spectral Clustering of Signed Graphs via Matrix Power Means
SpectralClusteringofSignedGraphsviaMatrixPowerMeansPedroMercado12FrancescoTudisco3MatthiasHein2Abstractexample,canexpresspositiveinteractions,likefriendshipandtrust,andnegativeones,likeenmityanddis...
of Matrix via graphs Clustering
2023-11-13 14:48:3516005.19 MB15
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Riemannian adaptive stochastic gradient algorithms on Matrix manifolds
RiemannianadaptivestochasticgradientalgorithmsonMatrixmanifoldsHiroyukiKasai1PratikJawanpuria2BamdevMishra2AbstractADAM(Kingma&Ba,2015),arguablythemostpopularadaptivegradientmethod,additionallyempl...
Adaptive Matrix Algorithms Gradient on
2023-11-13 14:48:2514621.7 MB17
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Random Matrix Improved Covariance Estimation for a Large Class of Metrics
RandomMatrixImprovedCovarianceEstimationforaLargeClassofMetricsMalikTiomoko12FlorentBouchard3GuillaumeGinolhac3RomainCouillet21AbstractconstraintswithLASSOandgraphicalLASSO-basedap-proaches(Friedma...
for Matrix random Estimation Improved
2023-11-13 14:48:201164361.49 KB2
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Phaseless PCA Low-Rank Matrix Recovery from Column-wise Phaseless Measurements
PhaselessPCA:Low-RankMatrixRecoveryfromColumn-wisePhaselessMeasurementsSeyedehsaraNayer1PraneethNarayanamurthy1NamrataVaswani1AbstractWangetal.,2016).Itiseasytoseethat,withoutextraas-sumptions,PRre...
from Matrix Low-Rank Recovery PCA
2023-11-13 14:48:141565419.69 KB25
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ME-Net Towards Effective Adversarial Robustness with Matrix Estimation
ME-Net:TowardsEffectiveAdversarialRobustnesswithMatrixEstimationYuzheYang1GuoZhang1DinaKatabi1ZhiXu1AbstractForinstance,thestate-of-the-artdefensecanonlyachievelessthan50%adversarialaccuracyfor∞pe...
Adversarial Matrix with Effective Robustness
2023-11-13 14:47:507057.72 MB10
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Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
LearningaCompressedSensingMeasurementMatrixviaGradientUnrollingShanshanWu1AlexandrosG.Dimakis1SujaySanghavi1FelixX.Yu2DanielHoltmann-Rice2DmitryStorcheus2AfshinRostamizadeh2SanjivKumar2AbstractIfd>...
Learning Matrix Gradient via Compressed
2023-11-13 14:47:361229535.77 KB21
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Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization
GreedyOrthogonalPivotingAlgorithmforNon-negativeMatrixFactorizationKaiZhang1JunLiu2JieZhang3JunWang1Abstractisonedatapoint,themainideabehindNMFistoapprox-imatetheseinputvectorsbynonnegativelinearco...
for Matrix Algorithm Greedy Orthogonal
2023-11-13 14:47:23784444.11 KB20
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Faster Algorithms for Binary Matrix Factorization
FasterAlgorithmsforBinaryMatrixFactorizationRaviKumar1RinaPanigrahy1AliRahimi1DavidP.Woodruff2AbstractproximationisFrobeniusnormerror,whereoneseekstoﬁndWegivefasterapproximationalgorithmsforwell-U...
for Matrix Algorithms Binary Faster
2023-11-13 14:47:101983361.76 KB16
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The Dynamics of Learning A Random Matrix Approach
TheDynamicsofLearning:ARandomMatrixApproachZhenyuLiao1RomainCouillet12AbstractToanswersuchaquestion,statisticallearningtheoryhasproposedinterpretationsfromtheviewpointofsystemcom-Understandingthele...
Learning of Matrix the random
2023-11-13 12:00:491007726.49 KB28
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Parameterized Algorithms for the Matrix Completion Problem
ParameterizedAlgorithmsfortheMatrixCompletionProblemRobertGanian1IyadKanj2SebastianOrdyniak3StefanSzeider1Abstractobservingasamplefromthesetofentriesofalow-rankMatrix,andattemptingtorecoverthemissi...
for Matrix Completion Algorithms the
2023-11-13 12:00:241370326.91 KB26
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Matrix Norms in Data Streams Faster, Multi-Pass and Row-Order
MatrixNormsinDataStreams:Faster,Multi-PassandRow-OrderVladimirBraverman1StephenChestnut2RobertKrauthgamer3YiLi4DavidWoodruff5LinYang6Abstracturalorder(sortedwithiastheprimarykey,andjasthesec-ondary...
Matrix Data Streams in Norms
2023-11-13 12:00:081845609.44 KB4
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K-means clustering using random Matrix sparsification
K-meansclusteringusingrandomMatrixsparsiﬁcationKaushikSinha1Abstractalgorithmbeginswithkarbitrary“clustercenters”,andineachiteration,eachpointisassignedtothenearestclusterK-meansclusteringalgori...
Using Matrix random Clustering k-Means
2023-11-13 11:59:511760574.09 KB3
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Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers
GradientDescentforSparseRank-OneMatrixCompletionforCrowd-SourcedAggregationofSparselyInteractingWorkersYaoMa1AlexOlshevsky2VenkateshSaligrama2CsabaSzepesvari3AbstractMatrixcollectstherandomlabelspr...
for Sparse Matrix Completion Gradient
2023-11-13 11:59:40713429.05 KB22
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Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow
FastandSampleEfﬁcientInductiveMatrixCompletionviaMulti-PhaseProcrustesFlowXiaoZhang1SimonS.Du2QuanquanGu3Abstractmographicinformation(genders,occupation)forusersorproductinformation(genre,director...
Efficient Matrix Completion and Fast
2023-11-13 11:59:32621368.44 KB7
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Differentially Private Matrix Completion Revisited
DifferentiallyPrivateMatrixCompletionRevisitedPrateekJain1OmThakkar2AbhradeepThakurta3Abstractpletion(Recht,2011;Candes&Recht,2012).Onecanalsoenhancethisformulationusingside-informationlikeuser-Wep...
Matrix Completion Revisited Differentially Private
2023-11-13 11:59:28925684 KB14
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Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization
CovariateAdjustedPrecisionMatrixEstimationviaNonconvexOptimizationJinghuiChen1PanXu2LingxiaoWang2JianMa3QuanquanGu2AbstractassideinformationtoadjusttheestimationofprecisionMatrixcouldleadtobetterac...
Matrix Precision via Estimation Nonconvex
2023-11-13 11:59:201172843.42 KB4
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Convolutional Imputation of Matrix Networks
ConvolutionalImputationofMatrixNetworksQingyunSun1MengyuanYan2DavidDonoho3StephenBoyd2AbstractFigure1:(a)OriginalMRIimageframes(oracle).(b)Oursampledandcorruptedobservation.(c)Recoveredim-AMatrixne...
of Networks Matrix Convolutional Imputation
2023-11-13 11:59:2010814.64 MB26
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Coded Sparse Matrix Multiplication
CodedSparseMatrixMultiplicationSinongWang1JiashangLiu1NessShroff2Abstractandthemasternodehastocollecttheresultsfromallwork-erstooutputMatrixC.Asaresult,amajorperformanceInalarge-scaleanddistributed...
Sparse Matrix Coded Multiplication
2023-11-13 11:59:151990531.63 KB27
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