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标签“Tensor”的相关文档，共29条

Tensor Programs IV Feature Learning in Infinite-Width Neural Networks
TensorProgramsIV:FeatureLearninginInﬁnite-WidthNeuralNetworksGregYang1EdwardJ.Hu23AbstractFigure1.PCAofWord2VecembeddingsoftopUScitiesandstates,forNTK,width-64,andwidth-∞featurelearningnetworksAs...
Learning Feature in IV Tensor
2023-11-16 19:42:0319741.06 MB26
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Tensor Programs IIb Architectural Universality Of Neural Tangent Kernel Training Dynamics
TensorProgramsIIb:ArchitecturalUniversalityofNeuralTangentKernelTrainingDynamicsGregYang1EtaiLittwin2AbstractIn(Yang,2020a),theNTKINITpropertywasproventoholdforstandardarchitectures,meaninganycompo...
of Neural Tensor Programs Universality
2023-11-16 19:42:0217771.2 MB2
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Streaming Bayesian Deep Tensor Factorization
StreamingBayesianDeepTensorFactorizationShikaiFang1ZhengWang1ZhimengPan1JiLiu23ShandianZhe1Abstractbeabletoestimateallkindsofcomplicated(e.g.,highlynonlinear)mappings.Themostrecentwork(Liuetal.,Des...
Deep Bayesian Tensor Factorization Streaming
2023-11-16 19:41:58810961.1 KB29
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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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SG-PALM a Fast Physically Interpretable Tensor Graphical Model
SG-PALM:aFastPhysicallyInterpretableTensorGraphicalModelYuWang1AlfredHero1Abstractsizeisoneifweaimtoestimatethedependencystructureacrossdifferentsensors,timeandexperimentalconditionsWeproposeanewgr...
Model Fast Graphical Tensor Interpretable
2023-11-16 19:41:46735968.22 KB12
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Implicit Regularization in Tensor Factorization
ImplicitRegularizationinTensorFactorizationNoamRazin1AsafMaman1NadavCohen1Abstracttoﬁttingbypredictorsoflowercomplexity.Amajorchal-lengeinformalizingthisintuitionisthatwelackdeﬁnitionsRecenteffor...
in Tensor Factorization Regularization Implicit
2023-11-16 18:47:001393979.68 KB16
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A Sampling-Based Method for Tensor Ring Decomposition
ASampling-BasedMethodforTensorRingDecompositionOsmanAsifMalik1StephenBecker1Abstractthateachhavestrengthsandweaknesses(Kolda&Bader,2009).ThenumberofparametersintheCPdecompositionWeproposeasampling-...
for Tensor Method Decomposition Sampling-Based
2023-11-16 17:51:581251610.54 KB19
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Uncertainty quantification for nonconvex Tensor completion Confidence intervals, heteroscedasticity and optimality
UncertaintyquantiﬁcationfornonconvexTensorcompletion:Conﬁdenceintervals,heteroscedasticityandoptimalityChangxiaoCai1H.VincentPoor1YuxinChen1AbstractinformationabouttheunknownTensorplaysapivotalro...
for Completion Tensor Nonconvex Uncertainty
2023-11-14 21:46:531285640 KB30
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Tensor denoising and completion based on ordinal observations
TensordenoisingandcompletionbasedonordinalobservationsChanwooLee1MiaoyanWang1AbstractTensor,therebyefﬁcientlyreducingtheintrinsicdimensioninbothproblems.Higher-orderTensorsarisefrequentlyinapplica...
Completion and on Tensor Based
2023-11-14 21:46:4117001 MB6
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Streaming Coresets for Symmetric Tensor Factorization
StreamingCoresetsforSymmetricTensorFactorizationRachitChhaya1JayeshChoudhari1AnirbanDasgupta1SupratimShit1Abstractmatrixforthe2normif,∀x∈Rd,FactorizingTensorshasrecentlybecomeanimpor-(a˜Tjx)2−(...
for Coresets Tensor Factorization Symmetric
2023-11-14 21:46:341351341.08 KB23
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Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix
PolynomialTensorSketchforElement-wiseFunctionofLow-RankMatrixInsuHan1HaimAvron2JinwooShin31Abstractside,weobtainao(n2)-timeapproximationschemeoff(A)x≈TUTVxforanarbitraryvectorx∈RndueThispaperstud...
of for Tensor Sketch Function
2023-11-14 21:45:5210471.84 MB18
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Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis
MultiresolutionTensorLearningforEfﬁcientandInterpretableSpatialAnalysisJungYeonPark1KennethTheoCarr1StephanZheng2YisongYue3RoseYu14AbstractWeareinterestedinlearn-Efﬁcientandinterpretablespatialan...
Learning for Efficient and Tensor
2023-11-14 21:45:171455841 KB18
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Inexact Tensor Methods with Dynamic Accuracies
InexactTensorMethodswithDynamicAccuraciesNikitaDoikov1YuriiNesterov2Abstractberg,2018;Doikov&Richta´rik,2018;Wangetal.,2018;Zhouetal.,2019),whichhavebetterconvergencerate,thanInthispaper,westudyin...
with Methods Dynamic Tensor Inexact
2023-11-14 21:44:3912517.5 MB12
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Evolutionary Topology Search for Tensor Network Decomposition
EvolutionaryTopologySearchforTensorNetworkDecompositionChaoLi1ZhunSun1AbstractMorerecently,somestudiesbroughttheideafromphysicstoextendTDintoamoresophisticatedform,i.e.,Tensornet-Tensornetwork(TN)d...
for Search Tensor Network Decomposition
2023-11-14 21:44:0618683.74 MB19
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Tensor Variable Elimination for Plated Factor Graphs
TensorVariableEliminationforPlatedFactorGraphsFritzObermeyer1EliBingham1MartinJankowiak1JustinChiu2NeerajPradhan1AlexanderM.Rush2NoahGoodman13AbstractInrecentyearsresearchershaveexploitedtheequival...
for graphs Tensor Variable Elimination
2023-11-13 14:48:441174453.86 KB17
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Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
EfﬁcientNonconvexRegularizedTensorCompletionwithStructure-awareProximalIterationsQuanmingYao12JamesT.Kwok2BoHan3AbstractInmanyapplications,onlyafewTensorentriesareob-served.Forexample,ofteneachYou...
Efficient Completion with Tensor Nonconvex
2023-11-13 14:47:011647557.03 KB30
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Shampoo Preconditioned Stochastic Tensor Optimization
Shampoo:PreconditionedStochasticTensorOptimizationVineetGupta1TomerKoren1YoramSinger21AbstractNocedal,1980)thatcanbeusedwheneversecond-orderinformationisunavailableortooexpensivetocompute.Precondit...
Optimization Stochastic Tensor Shampoo Preconditioned
2023-11-13 12:00:4015101.76 MB17
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Probabilistic Boolean Tensor Decomposition
ProbabilisticBooleanTensorDecompositionTammoRukat12ChrisC.Holmes12ChristopherYau23AbstractFigure1:Graphicalintuitionfor3-wayBooleanTensordecomposition.Logicalconjunction(∧)ofBooleanvectorsBooleant...
Boolean Probabilistic Tensor Decomposition
2023-11-13 12:00:277632.74 MB3
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Learning Binary Latent Variable Models A Tensor Eigenpair Approach
LearningBinaryLatentVariableModels:ATensorEigenpairApproachArielJaffe1RoiWeiss1ShaiCarmi2YuvalKluger3BoazNadler1AbstractForsimplicityweassumeitisGaussian,thoughourmethodcanbemodiﬁedtohandleotherno...
Learning Models Binary Latent Tensor
2023-11-13 11:59:54994528.22 KB15
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CoVeR Learning Covariate-Specific Vector Representations with Tensor Decompositions
CoVeR:LearningCovariate-SpeciﬁcVectorRepresentationswithTensorDecompositionsKevinTian1TengZhang2JamesZou3Abstract1.IntroductionWordembeddingisausefulapproachtocap-Theuseoffactorizationsofco-occurr...
Learning Representations with Cover Vector
2023-11-13 11:59:21847522.05 KB24
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