"Hyperbolic"的相关文档

HoroPCA Hyperbolic Dimensionality Reduction via Horospherical Projections
HoroPCA:HyperbolicDimensionalityReductionviaHorosphericalProjectionsInesChami1AlbertGu1DatNguyen1ChristopherRe´1Abstractneighborsearch(Krauthgamer&Lee,2006;Wu&Charikar,2020),hierarchicalclustering...
Reduction via Dimensionality Hyperbolic Projections
2023-11-16 18:46:561758619.14 KB19
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Generalization Error Bound for Hyperbolic Ordinal Embedding
GeneralizationErrorBoundforHyperbolicOrdinalEmbeddingAtsushiSuzuki1AtsushiNitanda2JingWang1LinchuanXu3MarcCavazza1KenjiYamanishi4Abstracttheyareasconsistentaspossiblewithgivenordinaldataintheformof...
for generalization Ordinal Bound Error
2023-11-16 18:46:441216336.8 KB15
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Latent Variable Modelling with Hyperbolic Normalizing Flows
LatentVariableModellingwithHyperbolicNormalizingFlowsAvishekJoeyBose12AriellaSmofsky12RenjieLiao34PrakashPanangaden12WilliamL.Hamilton12Abstractℝ2ℍ2KThechoiceofapproximateposteriordistributionsℝ...
with Latent Normalizing Flows Variable
2023-11-14 21:44:4812712.62 MB14
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Lorentzian Distance Learning for Hyperbolic Representations
LorentzianDistanceLearningforHyperbolicRepresentationsMarcT.Law123RenjieLiao12JakeSnell12RichardS.Zemel12AbstractAcommonandnaturalnon-Euclideanrepresentationspaceisthesphericalmodel(e.g.(Wangetal.,...
Learning for Representations Hyperbolic Distance
2023-11-13 14:47:4618071.01 MB13
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Hyperbolic Disk Embeddings for Directed Acyclic Graphs
HyperbolicDiskEmbeddingsforDirectedAcyclicGraphsRyotaSuzuki1RyusukeTakahama1ShunOnoda1Abstractembeddingsformodelinitializationleadstoimprovementsinvariousoftasks(Kim,2014).Inthesemethods,sym-Obtain...
for Embeddings graphs Hyperbolic Disk
2023-11-13 14:47:27918181.86 KB3
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A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
AWrappedNormalDistributiononHyperbolicSpaceforGradient-BasedLearningYoshihiroNagano1ShoichiroYamaguchi2YasuhiroFujita2MasanoriKoyama2Abstract(a)AtreerepresentationofthetrainingdatasetHyperbolicspac...
for on Distribution Space Hyperbolic
2023-11-13 14:46:166461.29 MB21
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Representation Tradeoffs for Hyperbolic Embeddings
RepresentationTradeoffsforHyperbolicEmbeddingsFredericSala1ChristopherDeSa2AlbertGu1ChristopherRe´1Abstractfortrees—evenusinganunboundednumberofdimensions.Hyperbolicembeddingsofferexcellentqualit...
for Embeddings Tradeoffs Representation Hyperbolic
2023-11-13 12:00:331696660.2 KB29
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Hyperbolic Entailment Cones for Learning Hierarchical Embeddings
HyperbolicEntailmentConesforLearningHierarchicalEmbeddingsOctavian-EugenGanea1GaryBe´cigneul1ThomasHofmann1AbstractPopularmethodstypicallyembedsymbolicobjectsinlowdimensionalEuclideanvectorspacesu...
Learning for Embeddings Hierarchical Hyperbolic
2023-11-13 11:59:4514981.55 MB5
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