"Spectral"的相关文档 - 文库宝

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标签“Spectral”的相关文档，共25条

Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph
TheoryofSpectralMethodforUnionofSubspaces-BasedRandomGeometryGraphGenLi1YuantaoGu1AbstracttaskinprocessingdatapointsinUoSistoclusterthesedatapoints,whichisknownasSubspaceClustering(SC).Appli-Spectr...
of for Spectral Theory Method
2023-11-16 19:42:071704325.71 KB9
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Spectral vertex sparsifiers and pair-wise spanners over distributed graphs
SpectralVertexSparsiﬁersandPair-WiseSpannersOverDistributedGraphsChunJiangZhu1QinqingLiu2JinboBi2Abstract2020;Zhengetal.,2020;Chenetal.,2020).Graphsparsiﬁcationisapowerfultooltoapprox-Givenagraph...
and Spectral over Vertex sparsifiers
2023-11-16 19:41:5514681.01 MB22
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Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders
SpectralSmoothingUnveilsPhaseTransitionsinHierarchicalVariationalAutoencodersAdeelPervez1EfstratiosGavves1Abstracttivemodelp(xz)andtheapproximateposteriorq(zx)areGaussiandistributionsoptimizedinuni...
Hierarchical in Phase Spectral Smoothing
2023-11-16 19:41:5519643.3 MB11
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Spectral Normalisation for Deep Reinforcement Learning An Optimisation Perspective
SpectralNormalisationforDeepReinforcementLearning:AnOptimisationPerspectiveFlorinGogianu12TudorBerariu3MihaelaRosca45ClaudiaClopath34LucianBusoniu2RazvanPascanu4AbstractFigure1:Optimisationrivalsal...
Learning for An Reinforcement Deep
2023-11-16 19:41:555752.24 MB19
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SPADE A Spectral Method for Black-Box Adversarial Robustness Evaluation
SPADE:ASpectralMethodforBlack-BoxAdversarialRobustnessEvaluationWuxinlinCheng1ChenhuiDeng2ZhiqiangZhao1YaohuiCai2ZhiruZhang2ZhuoFeng1AbstractForinstance,studyin(Szegedyetal.,2013)proposedalayer-wis...
for Adversarial Spectral Method Robustness
2023-11-16 19:41:537143.01 MB13
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Interpretable Stability Bounds for Spectral Graph Filters
InterpretableStabilityBoundsforSpectralGraphFiltersHenryKenlay1DorinaThanou2XiaowenDong1Abstractaubiquitoustooldesignedtoprocessgraph-structureddata.Inadditiontovarioussignalprocessingtasks(Shumane...
for Stability Graph Filters Spectral
2023-11-16 18:47:04658670.24 KB9
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Spectral Graph Matching and Regularized Quadratic Relaxations Algorithm and Theory
SpectralGraphMatchingandRegularizedQuadraticRelaxations:AlgorithmandTheoryZhouFan1ChengMao2YihongWu1JiamingXu3Abstractcomputationalbiology(Singhetal.,2008;Kazemietal.,2016).Findingthebestmatchingbe...
Matching and Graph Spectral Regularized
2023-11-14 21:46:2914471.78 MB30
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Spectral Subsampling MCMC for Stationary Time Series
SpectralSubsamplingMCMCforStationaryTimeSeriesRobertSalomone1MatiasQuiroz2RobertKohn1MattiasVillani34Minh-NgocTran5Abstractaweightedcoresetofdatapointsfoundbyoptimization(Campbell&Broderick,2018;Ca...
for Time Series Spectral MCMC
2023-11-14 21:46:281939937.43 KB26
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Spectral Frank-Wolfe Algorithm Strict Complementarity and Linear Convergence
SpectralFrank-WolfeAlgorithm:StrictComplementarityandLinearConvergenceLijunDing1YingjieFei1QiantongXu2ChengrunYang3AbstractThesetSniscalledthespectrahedron,whichisnonemptyandcompact.HenceProblem(1)...
and Algorithm Spectral Linear Frank-Wolfe
2023-11-14 21:46:281016535.37 KB22
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Spectral Clustering with Graph Neural Networks for Graph Pooling
SpectralClusteringwithGraphNeuralNetworksforGraphPoolingFilippoMariaBianchi1DanieleGrattarola2CesareAlippi23AbstractMessage-passingMinCutPoolMessage-passingSpectralclustering(SC)isapopularclusterin...
Neural for Networks with Graph
2023-11-14 21:46:281535691.72 KB26
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Acceleration through Spectral density estimation
Average-CaseAccelerationThroughSpectralDensityEstimationFabianPedregosa1DamienScieur2Abstractworst-caseaverage-caseWedevelopaframeworkfortheaverage-caseSuboptimalityanalysisofrandomquadraticproblem...
Density Estimation through Spectral Acceleration
2023-11-14 21:42:56593612.76 KB16
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Transferability vs. Discriminability Batch Spectral Penalization for Adversarial Domain Adaptation
Transferabilityvs.Discriminability:BatchSpectralPenalizationforAdversarialDomainAdaptationXinyangChen1SinanWang1MingshengLong1JianminWang1Abstractscaledatasetscanbeleveraged(Torralba&Efros,2011).Ad...
for Spectral Batch vs.Transferability
2023-11-13 14:48:5111983.96 MB1
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Spectral Approximate Inference
SpectralApproximateInferenceSejunPark1EunhoYang234Se-YoungYun35JinwooShin134Abstract(Salakhutdinov&Larochelle,2010).Mostinferenceprob-lemsarisinginGMs,e.g.,obtainingdesiredsamplesandGivenagraphical...
Inference Approximate Spectral
2023-11-13 14:48:361223614.15 KB9
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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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On the Spectral Bias of Neural Networks
OntheSpectralBiasofNeuralNetworksNasimRahaman12AristideBaratin1DevanshArpit1FelixDraxler2MinLin1FredA.Hamprecht2YoshuaBengio1AaronCourville1Abstractexposethisbiasbytakingacloserlookatneuralnetworks...
of Neural Networks on the
2023-11-13 14:48:0613691.57 MB23
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Guarantees for Spectral Clustering with Fairness Constraints
GuaranteesforSpectralClusteringwithFairnessConstraintsMattha¨usKleindessner1SamiraSamadi2PranjalAwasthi1JamieMorgenstern2Abstracttostudyappropriatenotionsoffairnessforunsupervisedlearningsettings(...
for with Guarantees Clustering Spectral
2023-11-13 14:47:231335610.74 KB15
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Submodular Hypergraphs p-Laplacians, Cheeger Inequalities and Spectral Clustering
SubmodularHypergraphs:p-Laplacians,CheegerInequalitiesandSpectralClusteringPanLi1OlgicaMilenkovic1Abstractapproximationshavebeenbasedontheassumptionthateachhyperedgecuthasthesameweight,inwhichcaset...
Submodular and Spectral Hypergraphs p-Laplacians
2023-11-13 12:00:48759366.18 KB4
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SMAC Simultaneous Mapping and Clustering Using Spectral Decompositions
SMAC:SimultaneousMappingandClusteringUsingSpectralDecompositionsChandrajitBajaj1TingranGao2ZihangHe3QixingHuang1ZhenxiaoLiang3Abstractastandardsurveyand(Kimetal.,2011;Mandadetal.,2017)forsomerecent...
Using and Clustering Spectral Simultaneous
2023-11-13 12:00:4011003.32 MB5
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Rates of Convergence of Spectral Methods for Graphon Estimation
RatesofConvergenceofSpectralMethodsforGraphonEstimationJiamingXu1Abstractapproximationsofthegraphonfunctionf.Thispaperstudiestheproblemofestimatingthe1.Introductiongraphonfunction–agenerativemecha...
of for Methods Convergence Spectral
2023-11-13 12:00:32825372.11 KB23
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Out-of-sample extension of graph adjacency Spectral embedding
Out-of-sampleextensionofgraphadjacencySpectralembeddingKeithLevin1FarbodRoosta-Khorasani23MichaelW.Mahoney34CareyE.Priebe5Abstractvector,namelyitscorrespondingcolumn(orrow)inad-jacencymatrixA∈{0,1...
of Graph Spectral Extension Out-of-sample
2023-11-13 12:00:2410291.4 MB30
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