"Graph"的相关文档 - 文库宝

开通VIP限时优惠

|

登录 | 注册

标签“Graph”的相关文档，共103条

Fractal Gaussian Networks A sparse random Graph model based on Gaussian Multiplicative Chaos
FractalGaussianNetworks:AsparserandomGraphmodelbasedonGaussianMultiplicativeChaosSubhroshekharGhosh1KrishnakumarBalasubramanian2XiaochuanYang3Abstractubiquityofstatisticalnetworkmodelsinthemodernap...
Networks Sparse Model Graph Gaussian
2023-11-14 21:44:161013535.33 KB19
下载文档
Fiedler Regularization Learning Neural Networks with Graph Sparsity
FiedlerRegularization:LearningNeuralNetworkswithGraphSparsityEdricTam1DavidDunson1Abstractthusbeendeveloped.Thesetechniquesoftenregularizethenetworksfromaglobal/uniformperspective,e.g.weightde-Wein...
Learning Neural Networks with Graph
2023-11-14 21:44:141041277.41 KB15
下载文档
Fast Learning of Graph Neural Networks with Guaranteed Generalizability One-hidden-layer Case
FastLearningofGraphNeuralNetworkswithGuaranteedGeneralizability:One-hidden-layerCaseShuaiZhang1MengWang1SijiaLiu2Pin-YuChen3JinjunXiong3Abstract1.IntroductionAlthoughGraphneuralnetworks(GNNs)haveGr...
Learning of Neural Networks with
2023-11-14 21:44:12652739.83 KB18
下载文档
Faster Graph Embeddings via Coarsening
FasterGraphEmbeddingsviaCoarseningMatthewFahrbach1GramozGoranci2RichardPeng3SushantSachdeva2ChiWang4AbstractWhilesomeoftheseGraphembeddingapproachesareex-plicitlybasedonmatrix-factorization(Tang&Li...
Embeddings Graph via Faster Coarsening
2023-11-14 21:44:111791773.64 KB6
下载文档
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition
DeepGraphRandomProcessforRelational-Thinking-BasedSpeechRecognitionHengguanHuang1FuzhaoXue1HaoWang2YeWang1Abstractoninnumerableunconsciousperceptspertainingtorela-tionsbetweencurrentsensorysignalsa...
for Graph Deep Process random
2023-11-14 21:43:4419361.07 MB26
下载文档
Continuous Graph Neural Networks
ContinuousGraphNeuralNetworksLouis-PascalA.C.Xhonneux12MengQu12JianTang134Abstracttion(Gilmeretal.,2017),andnaturallanguageunderstand-ing(MarcheggianiandTitov,2017;Yaoetal.,2019).TheThispaperbuilds...
Neural Networks Graph Continuous
2023-11-14 21:43:3613311.77 MB28
下载文档
Constant Curvature Graph Convolutional Networks
ConstantCurvatureGraphConvolutionalNetworksGregorBachmann1GaryBe´cigneul1Octavian-EugenGanea2Abstracteigenmodes,Defferrardetal.(2016)approximatethecon-volutionalﬁltersusingChebyshevpolynomialslev...
Networks Graph Convolutional Constant Curvature
2023-11-14 21:43:3413233.58 MB10
下载文档
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction
CombiningDifferentiablePDESolversandGraphNeuralNetworksforFluidFlowPredictionFilipedeAvilaBelbute-Peres1†ThomasD.Economon2†J.ZicoKolter13Abstracttationalﬂuiddynamics(CFD)simulations,theseequatio...
Neural and Graph Combining Differentiable
2023-11-14 21:43:2918843.55 MB29
下载文档
Bayesian Graph Neural Networks with Adaptive Connection Sampling
BayesianGraphNeuralNetworkswithAdaptiveConnectionSamplingArmanHasanzadeh1EhsanHajiramezanali1ShahinBoluki1MingyuanZhou2NickDufﬁeld1KrishnaNarayanan1XiaoningQian1Abstracttwomajorlimitations:1)theyc...
Adaptive Neural Networks with Graph
2023-11-14 21:43:121000486.47 KB27
下载文档
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
ActiveLearningonAttributedGraphsviaGraphCognizantLogisticRegressionandPreemptiveQueryGenerationFlorenceRegol†1SoumyasundarPal1YingxueZhang2MarkCoates1Abstract1.IntroductionNodeclassiﬁcationinattr...
Learning Active Graph on via
2023-11-14 21:42:561153580.04 KB21
下载文档
Stochastic Blockmodels meet Graph Neural Networks
StochasticBlockmodelsmeetGraphNeuralNetworksNikhilMehta∗1LawrenceCarin1PiyushRai2Abstractsuchassocialandbiologicalnetworkanalysisandrecom-mendersystems.TheselatentstructureshelpdiscovertheStochast...
Neural Networks Graph Stochastic meet
2023-11-13 14:48:382004489.04 KB19
下载文档
Simplifying Graph Convolutional Networks
SimplifyingGraphConvolutionalNetworksFelixWu1TianyiZhang1AmauriHolandadeSouzaJr.12ChristopherFifty1TaoYu1KilianQ.Weinberger1Abstractrithmshasfollowedacleartrendfrominitialsimplicitytoneed-drivencom...
Networks Graph Convolutional Simplifying
2023-11-13 14:48:3410831.07 MB5
下载文档
Self-Attention Graph Pooling
Self-AttentionGraphPoolingJunhyunLee1InyeopLee1JaewooKang1Abstractcompositionalityofgrid-structureddata(Simoncelli&Ol-shausen,2001;Bronsteinetal.,2017).Asaresult,CNNsAdvancedmethodsofapplyingdeeple...
Graph Pooling Self-Attention
2023-11-13 14:48:30575460.64 KB16
下载文档
Relational Pooling for Graph Representations
RelationalPoolingforGraphRepresentationsRyanL.Murphy1BalasubramaniamSrinivasan2VinayakRao1BrunoRibeiro2Abstractingproblems,havingamost-powerfulframeworkforGraphrepresentationlearningwouldbeakeydeve...
for Representations Graph Relational Pooling
2023-11-13 14:48:241745452.89 KB9
下载文档
Position-aware Graph Neural Networks
Position-awareGraphNeuralNetworksJiaxuanYou1RexYing1JureLeskovec1Abstractmatrix-factorizationapproaches(Belkin&Niyogi,2002),andrandom-walkapproaches(Perozzietal.,2014).AmongLearningnodeembeddingsth...
Neural Networks Graph Position-aware
2023-11-13 14:48:161457496.88 KB25
下载文档
MixHop Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
MixHop:Higher-OrderGraphConvolutionalArchitecturesviaSparsiﬁedNeighborhoodMixingSamiAbu-El-Haija1BryanPerozzi2AmolKapoor2NazaninAlipourfard1KristinaLerman1HrayrHarutyunyan1GregVerSteeg1AramGalstya...
Graph via Convolutional Architectures Sparsified
2023-11-13 14:47:511432356.1 KB18
下载文档
Learning Discrete Structures for Graph Neural Networks
LearningDiscreteStructuresforGraphNeuralNetworksLucaFranceschi12MathiasNiepert3MassimilianoPontil12XiaoHe3Abstractclassofalgorithmsthatareabletoincorporatesparseanddiscretedependencystructuresbetwe...
Learning Neural for Networks Graph
2023-11-13 14:47:379062.45 MB5
下载文档
Improved Dynamic Graph Learning through Fault-Tolerant Sparsification
ImprovedDynamicGraphLearningthroughFault-TolerantSparsiﬁcationChunJiangZhu1SabineStorandt2Kam-YiuLam3SongHan1JinboBi1Abstractβ∗=(β∗,···,βn∗)withGaussiannoises,i.e.,forevery1Graphsparsiﬁc...
Learning Graph Dynamic through Improved
2023-11-13 14:47:28789347.29 KB24
下载文档
Gromov-Wasserstein Learning for Graph Matching and Node Embedding
Gromov-WassersteinLearningforGraphMatchingandNodeEmbeddingHongtengXu12DixinLuo2HongyuanZha3LawrenceCarin2AbstractRelationalmatchingbetweenGraphs5AnovelGromov-WassersteinlearningframeworkCost=d(A,D)...
Learning for Matching and Graph
2023-11-13 14:47:231108919.81 KB2
下载文档
Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance
GraphNeuralNetworkforMusicScoreDataandModelingExpressivePianoPerformanceDasaemJeong1TaegyunKwon1YoojinKim1JuhanNam1AbstractingeneralandqualitativedirectionssuchasAllegro,orpococrescendo.Therefore,m...
Neural for Graph Data Network
2023-11-13 14:47:221704659.65 KB20
下载文档

首页上页 2 3 4 5 6 下页尾页

确认删除?

VIP会员服务
限时5折优惠