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标签“Hierarchical”的相关文档，共35条

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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Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging
Zeroth-OrderNon-ConvexLearningviaHierarchicalDualAveragingAmélieHéliou1MatthieuMartin1PanayotisMertikopoulos21ThibaudRahier1Abstractalsorequiresthattheproblem’sobjectiveremainstationaryduringthe...
Learning via Hierarchical Dual Non-convex
2023-11-16 19:41:28660401.59 KB8
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Modeling Hierarchical Structures with Continuous Recursive Neural Networks
ModelingHierarchicalStructureswithContinuousRecursiveNeuralNetworksJishnuRayChowdhury1CorneliaCaragea1Abstractsomeofthesestructure-awaremethods(Shenetal.,2019a;Qianetal.,2020)alsoexhibitbettersyste...
Neural with Hierarchical Modeling Continuous
2023-11-16 19:15:271803338.86 KB6
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Hierarchical Clustering of Data Streams Scalable Algorithms and Approximation Guarantees
HierarchicalClusteringofDataStreams:ScalableAlgorithmsandApproximationGuaranteesAnandRajagopalan1FabioVitale2DannyVainstein3GuiCitovsky1CeciliaM.Procopiuc1ClaudioGentile1Abstractwithinhighlydynamic...
of Algorithms Data Streams Hierarchical
2023-11-16 18:46:541216478.06 KB8
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Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time
HierarchicalAgglomerativeGraphClusteringinNearly-LinearTimeLaxmanDhulipala1DavidEisenstat2JakubŁa˛cki2VahabMirrokni2JessicaShi1Abstractﬁrstproposednearly50yearsago(King,1967;Lance&Williams,1967;...
Graph Hierarchical in Clustering Time
2023-11-16 18:46:54877421.66 KB15
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Hierarchical VAEs Know What They Don’t Know
HierarchicalVAEsKnowWhatTheyDon’tKnowJakobD.Havtorn12JesFrellsen1SørenHauberg1LarsMaaløe12AbstractFigure1.ReconstructionsusingaHierarchicalVAEtrainedonFashionMNIST.ReconstructionqualityofOODdata...
Hierarchical Don VAEs What They
2023-11-16 18:46:541824779.98 KB19
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Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement
Benchmarks,Algorithms,andMetricsforHierarchicalDisentanglementAndrewSlavinRoss1FinaleDoshi-Velez1Abstractable(Locatelloetal.,2018),anditseemsunlikelythatcon-tinuous,factorized,ﬁxed-dimensionalrepr...
for and Algorithms Hierarchical Metrics
2023-11-16 18:07:44865792.3 KB4
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Adversarial Option-Aware Hierarchical Imitation Learning
AdversarialOption-AwareHierarchicalImitationLearningMingxuanJing1WenbingHuang1FuchunSun†12XiaojianMa3TaoKong4ChuangGan5LeiLi4AbstractlatedbyanOptionmodel(Suttonetal.,1999)orgoal-basedframework(Lee...
Learning Adversarial Hierarchical Imitation Option-Aware
2023-11-16 18:00:2712082.31 MB18
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Recurrent Hierarchical Topic-Guided RNN for Language Generation
RecurrentHierarchicalTopic-GuidedRNNforLanguageGenerationDandanGuo1BoChen1RuiyingLu1MingyuanZhou2Abstractlatentrepresentation,theytypicallytreateachdocumentasabagofwords(BoW),ignoringwordorder(Grif...
for Generation Recurrent Hierarchical RNN
2023-11-14 21:46:066921.69 MB1
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Low Bias Low Variance Gradient Estimates for Hierarchical Boolean Stochastic Networks
LowBiasLowVarianceGradientEstimatesforHierarchicalBooleanStochasticNetworksAdeelPervez1TacoCohen2EfstratiosGavves1Abstractgradients,onecansamplegradientsfromsomedistribu-tion.Thesampleestimatescanb...
for Gradient Variance Hierarchical low
2023-11-14 21:45:051025738.96 KB5
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Hierarchical Verification for Adversarial Robustness
HierarchicalVeriﬁcationforAdversarialRobustnessCongHanLim1RaquelUrtasun12ErsinYumer1Abstractsarialrobustnessfortraineddeepfeed-forwardnetworkswithReLUactivationfunctions.Thepoint-wisepro-Weintrodu...
for Adversarial Hierarchical Robustness verification
2023-11-14 21:44:301444703.15 KB30
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Hierarchical Generation of Molecular Graphs using Structural Motifs
HierarchicalGenerationofMolecularGraphsusingStructuralMotifsWengongJin1ReginaBarzilay1TommiJaakkola1Abstractgradientsacrosstheiterativesteps.Graphgenerationtechniquesareincreasinglybe-Largemolecule...
Structural of Using Generation Hierarchical
2023-11-14 21:44:3016171.34 MB15
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Supervised Hierarchical Clustering with Exponential Linkage
SupervisedHierarchicalClusteringwithExponentialLinkageNishantYadav1AriKobren1NicholasMonath1AndrewMcCallum1Abstractlabeleddataandthenusedbyaclusteringalgorithmtoparti-tionunlabeleddata(Finley&Joach...
with Hierarchical Clustering Supervised Exponential
2023-11-13 14:48:411841399.88 KB29
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Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians
MeasurementsofThree-LevelHierarchicalStructureintheOutliersintheSpectrumofDeepnetHessiansVardanPapyan1Abstract(f(xi,c;θ),yc)∈R+isthecross-entropylossbetweenthesoftmaxoff(xi,c;θ)andtheone-hotvect...
of the Hierarchical in Structure
2023-11-13 14:47:5019379.13 MB28
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Hierarchical Importance Weighted Autoencoders
HierarchicalImportanceWeightedAutoencodersChin-WeiHuang12KrisSankaran1EeshanDhekane1AlexandreLacoste2AaronCourville13Abstractboundswithprogressivelysmallergapusingmultiplei.i.d.samplesfromthevariat...
Autoencoders Hierarchical Importance Weighted
2023-11-13 14:47:25759993.34 KB30
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Hierarchical Decompositional Mixtures of Variational Autoencoders
HierarchicalDecompositionalMixturesofVariationalAutoencodersPingLiangTan12RobertPeharz1AbstractSPNVariationalautoencoders(VAEs)havereceivedz1z1z2z2...zLzLconsiderableattention,sincetheyallowustolea...
of Variational Autoencoders Hierarchical Mixtures
2023-11-13 14:47:2410111.27 MB17
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Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems
EfﬁcientAmortisedBayesianInferenceforHierarchicalandNonlinearDynamicalSystemsGeoffreyRoeder12PaulKGrant1AndrewPhillips1NeilDalchau1EdwardMeeds1Abstractmodels(Archeretal.,2015;Karletal.,2016),(non)...
for Efficient Inference and Bayesian
2023-11-13 14:47:007165.19 MB22
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The Hierarchical Adaptive Forgetting Variational Filter
TheHierarchicalAdaptiveForgettingVariationalFilterVincentMoens1Abstractﬂuctuationswhentheyhappenfasterthanexpected.Mostmodelscoveroneofthetwopossibilities,andeithergradu-AcommonprobleminMachineLea...
Adaptive Variational the Hierarchical Forgetting
2023-11-13 12:00:4913035.52 MB9
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Self-Consistent Trajectory Autoencoder Hierarchical Reinforcement Learning with Trajectory Embeddings
Self-ConsistentTrajectoryAutoencoder:HierarchicalReinforcementLearningwithTrajectoryEmbeddingsJohnD.Co-Reyes1YuXuanLiu1AbhishekGupta1BenjaminEysenbach2PieterAbbeel1SergeyLevine1Abstractinvolvetempo...
Learning with Reinforcement Hierarchical Autoencoder
2023-11-13 12:00:371969694.5 KB9
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Multi-Fidelity Black-Box Optimization with Hierarchical Partitions
Multi-FidelityBlack-BoxOptimizationwithHierarchicalPartitionsRajatSen1KirthevasanKandasamy2SanjayShakkottai1AbstractsimpleregretRn,f(x(n)).Motivatedbysettingssuchashyper-parameterRn=supf(x)tuningan...
Optimization with Hierarchical Multi-fidelity Black-box
2023-11-13 12:00:13850687 KB1
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