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标签“Matrix”的相关文档，共49条

Two-way kernel Matrix puncturing towards resource-efficient PCA and spectral clustering
Two-waykernelMatrixpuncturing:towardsresource-efﬁcientPCAandspectralclusteringRomainCouillet12FlorentChatelain1NicolasLeBihan1Abstractbeprocessedinreal-timebeforebeingdiscardedaltogether.Inparalle...
Kernel Matrix Resource-efficient Towards PCA
2023-11-16 19:42:1518753.07 MB17
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Private Alternating Least Squares Practical Private Matrix Completion with Tighter Rates
PrivateAlternatingLeastSquares:PracticalPrivateMatrixCompletionwithTighterRatesSteveChien1PrateekJain1WalidKrichene1SteffenRendle1ShuangSong1AbhradeepThakurta1LiZhang1Abstractknownuser-itemratingsm...
Matrix Completion Private Least Squares
2023-11-16 19:28:3119062.61 MB24
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Matrix Completion with Model-free Weighting
MatrixCompletionwithModel-freeWeightingJiayiWang1RaymondK.W.Wong1XiaojunMao2KwunChuenGaryChan3Abstractguptaetal.,2021)andquantumstatetomography(Wang,2013;Caietal.,2016).Matrixcompletionhasbeenpop-I...
Matrix Completion with Model-Free Weighting
2023-11-16 19:05:15803332.49 KB21
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Matrix Sketching for Secure Collaborative Machine Learning
MatrixSketchingforSecureCollaborativeMachineLearningMengjiaoZhang1ShusenWang1Abstractclients,eachclientusesabatchoflocaldatatocomputeastochasticgradient,andtheserveraggregatesthestochas-Collaborati...
Learning for Matrix Machine Collaborative
2023-11-16 19:05:1413091.01 MB27
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Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization
LearningNoiseTransitionMatrixfromOnlyNoisyLabelsviaTotalVariationRegularizationYivanZhang12GangNiu2MasashiSugiyama21AbstractBackground.Earlystudiesonlearningfromnoisylabelscanbetracedbacktotherando...
Learning from Matrix Noisy Noise
2023-11-16 19:05:0217531.37 MB28
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Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings
Group-SparseMatrixFactorizationforTransferLearningofWordEmbeddingsKanXu1XuanyiZhao1HamsaBastani1OsbertBastani1Abstractthisstrategyhasbeenusedintransferringimageclassiﬁ-cationmodels(Estevaetal.,201...
Learning of for Matrix Transfer
2023-11-16 18:46:525091.08 MB17
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Faster Kernel Matrix Algebra via Density Estimation
FasterKernelMatrixAlgebraviaDensityEstimationArtursBackurs1PiotrIndyk2CameronMusco3TalWagner4Abstractetal.(2008)foranoverview.Westudyfastalgorithmsforcomputingfunda-Kernelmethodstypicallyoperateusi...
Kernel Matrix via Density Estimation
2023-11-16 18:38:091642413.16 KB30
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Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information
Discrete-ValuedLatentPreferenceMatrixEstimationwithGraphSideInformationChanghunJo1KangwookLee2Abstracthavestartedtouseasocialgraphtoresolvethecoldstartproblem.Forinstance,Jamali&Ester(2010)providea...
Matrix with Graph Estimation Latent
2023-11-16 18:31:10978662.39 KB20
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Catastrophic Fisher Explosion Early Phase Fisher Matrix Impacts Generalization
CatastrophicFisherExplosion:EarlyPhaseFisherMatrixImpactsGeneralizationStanisławJastrze˛bski12DevanshArpit3OliverÅstrand2GiancarloKerg4HuanWang3CaimingXiong3RichardSocher3KyunghyunCho25Krzysztof...
Matrix Phase Fisher Catastrophic Impacts
2023-11-16 18:11:1810291.28 MB7
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A Framework for Private Matrix Analysis in Sliding Window Model
AFrameworkforPrivateMatrixAnalysisinSlidingWindowModelJalajUpadhyay1SarvagyaUpadhyay2Abstractanalysis,includingMatrixanalysis,accuratelycanleakpri-vateinformation(Narayanan&Shmatikov,2006).Asare-We...
for Matrix Analysis in Private
2023-11-16 17:52:041584761.96 KB4
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A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
AScalableSecondOrderMethodforIll-ConditionedMatrixCompletionfromFewSamplesChristianKu¨mmerle1ClaudioMayrinkVerdun2AbstractedgeofΩandPΩ(X0),wherePΩ:Rd1×d2→Rmisthesubsamplingoperatorthatmapsama...
for Matrix Method Scalable Order
2023-11-16 17:51:586781.75 MB29
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Supervised Quantile Normalization for Low Rank Matrix Factorization
SupervisedQuantileNormalizationforLow-rankMatrixApproximationMarcoCuturi1OlivierTeboul1JonathanNiles-Weed2Jean-PhilippeVert1Abstractmann,2001;Févotte&Idier,2011),binary(Slawskietal.,2013)orevendes...
for Rank Matrix low Supervised
2023-11-14 21:46:3913243.64 MB8
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Schatten Norms in Matrix Streams Hello Sparsity, Goodbye Dimension
SchattenNormsinMatrixStreams:HelloSparsity,GoodbyeDimensionVladimirBraverman1RobertKrauthgamer2AdityaKrishnan1RoiSinoff2Abstractnately,inseveralapplicationdomains,inputmatricesareoftenverysparse,me...
Matrix Streams in Norms Sparsity
2023-11-14 21:46:191612450.48 KB2
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Reinforcement Learning in Feature Space Matrix Bandit, Kernels, and Regret Bound
ReinforcementLearninginFeatureSpace:MatrixBandit,Kernels,andRegretBoundLinF.Yang1MengdiWang2Abstractplayanactiona∈A,whereSandAarethestateandactionspaces.ThenthesystemtransitionstoanotherstateExplo...
Learning Feature Matrix Reinforcement in
2023-11-14 21:46:071146377.73 KB16
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Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures
RandomMatrixTheoryProvesthatDeepLearningRepresentationsofGAN-dataBehaveasGaussianMixturesMohamedElAmineSeddik12CosmeLouart13MohamedTamaazousti1RomainCouillet23Abstractontopofitthatareaccurateforthe...
Learning Matrix Deep random Theory
2023-11-14 21:46:037414.65 MB14
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Ordinal Non-negative Matrix Factorization for Recommendation
OrdinalNon-negativeMatrixFactorizationforRecommendationOlivierGouvert1ThomasOberlin2CédricFévotte1Abstract2011)whichaimstopredictfutureinteractionsbetweenusersanditemsinordertomakerecommendations...
for Matrix Ordinal Factorization Non-negative
2023-11-14 21:45:461529579.22 KB30
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Median Matrix Completion from Embarrassment to Optimality
MedianMatrixCompletion:fromEmbarrassmenttoOptimalityWeidongLiu1XiaojunMao2RaymondK.W.Wong3Abstractﬂixdatahaslessthan1%ofobservedentriesofaMatrixwitharound5×105rowsand2×104customers.Withtech-Inth...
from Matrix Completion to Optimality
2023-11-14 21:45:081158357.39 KB12
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Learning Factorized Weight Matrix for Joint Image Filtering
LearningFactorizedWeightMatrixforJointFilteringXiangyuXu1YongruiMa2WenxiuSun3Abstractetal.,2010;Suetal.,2019),textureremoval(Xuetal.,2011;Lietal.,2019),super-resolution(Xuetal.,2019a),Jointﬁlterin...
Learning for Matrix Image Joint
2023-11-14 21:44:528193.09 MB6
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Latent Space Factorisation and Manipulation via Matrix Subspace Projection
LatentSpaceFactorisationandManipulationviaMatrixSubspaceProjectionXiaoLi12ChenghuaLin2RuizheLi2ChaozhengWang1FrankGuerin3Abstractabsent.Neverthelesswewouldlikeoursystemtosomehowisolatetheexplanator...
Matrix and via Factorisation Latent
2023-11-14 21:44:4818883.6 MB26
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Generative Flows with Matrix Exponential
GenerativeFlowswithMatrixExponentialChangyiXiao1LigangLiu1Abstractﬂowsmodels.Therearetwoprinciplesthatshouldbefol-lowed.First,theJacobiandeterminantshouldbecomputedGenerativeﬂowsmodelsenjoythepro...
Matrix Generative with Flows Exponential
2023-11-14 21:44:2315311.06 MB9
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