"Scalable"的相关文档 - 文库宝

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标签“Scalable”的相关文档，共49条

Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
ScalableVariationalGaussianProcessesviaHarmonicKernelDecompositionShengyangSun12JiaxinShi3AndrewGordonWilson4RogerGrosse12Abstract2t=0t=1t=2t=3WeintroduceanewScalablevariationalGaus-1sianprocessapp...
Kernel Variational Gaussian via Processes
2023-11-16 19:41:4218046.85 MB24
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Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More
ScalableOptimalTransportinHighDimensionsforGraphDistances,EmbeddingAlignment,andMoreJohannesKlicpera1MartenLienen1StephanGünnemann1Abstractcostw.r.t.somepointwisecostfunction(e.g.theEuclideandista...
for in High Dimensions Optimal
2023-11-16 19:41:42636634.88 KB8
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Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning
ScalableMarginalLikelihoodEstimationforModelSelectioninDeepLearningAlexanderImmer12MatthiasBauer†34VincentFortuin1GunnarRätsch12MohammadEmtiyazKhan5Abstract3layers,5221params1layer,151paramsMargL...
for Selection Model Estimation Scalable
2023-11-16 19:41:4214032.11 MB18
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Scalable Normalizing Flows for Permutation Invariant Densities
ScalableNormalizingFlowsforPermutationInvariantDensitiesMarinBiloš1StephanGünnemann1Abstractt0t1ModelingsetsisanimportantprobleminmachineBasedistributionfTargetdistributionlearningsincethistypeof...
for Invariant Normalizing Flows Scalable
2023-11-16 19:41:4115331.87 MB14
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Scalable Computations of Wasserstein Barycenter via Input Convex Neural Networks
ScalableComputationsofWassersteinBarycenterviaInputConvexNeuralNetworksJiaojiaoFan1AmirhosseinTaghvaei2YongxinChen1Abstractthepastfewyears,ithasfoundapplicationsinseveralma-chinelearningproblems.Fo...
of via Input Wasserstein Scalable
2023-11-16 19:41:419047.67 MB11
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Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
ScalableEvaluationofMulti-AgentReinforcementLearningwithMeltingPotJoelZ.Leibo1EdgarDue´n˜ez-Guzma´n1AlexanderSashaVezhnevets1JohnP.Agapiou1PeterSunehag1RaphaelKoster1JaydMatyas1CharlesBeattie1Ig...
Learning of with Reinforcement Evaluation
2023-11-16 19:41:4117792.13 MB5
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Scalable Certified Segmentation via Randomized Smoothing
ScalableCertiﬁedSegmentationviaRandomizedSmoothingMarcFischer1MaximilianBaader1MartinVechev1Abstract(a)Attackedimage(b)GroundtruthsegmentationWepresentanewcertiﬁcationmethodforimage(c)Attackedseg...
via Scalable Randomized Segmentation Certified
2023-11-16 19:41:415252.55 MB22
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Oops I Took A Gradient Scalable Sampling for Discrete Distributions
OopsITookAGradient:ScalableSamplingforDiscreteDistributionsWillGrathwohl12KevinSwersky2MiladHashemi2DavidDuvenaud12ChrisJ.Maddison1AbstractFigure1.Ourapproachvisualized.Oftendiscretedistributionsar...
for Sampling Gradient Discrete Scalable
2023-11-16 19:28:258104.16 MB24
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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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GNNAutoScale Scalable and Expressive Graph Neural Networks via Historical Embeddings
GNNAutoScale:ScalableandExpressiveGraphNeuralNetworksviaHistoricalEmbeddingsMatthiasFey1JanEricLenssen1FrankWeichert1JureLeskovec2AbstractWhilethefull-gradientinaGNNisstraightforwardtocom-pute,assu...
Neural Networks and Graph Expressive
2023-11-16 18:46:481645370.69 KB17
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Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision
DifferentiableSortingNetworksforScalableSortingandRankingSupervisionFelixPetersen1ChristianBorgelt2HildeKuehne34OliverDeussen1AbstractRecently,theideaofend-to-endtrainingofneuralnetworkswithsorting...
for Networks and Differentiable Ranking
2023-11-16 18:31:06880310.88 KB15
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DG-LMC A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs
DG-LMC:ATurn-keyandScalableSynchronousDistributedMCMCAlgorithmviaLangevinMonteCarlowithinGibbsVincentPlassier12MaximeVono2AlainDurmus3EricMoulines1Abstractmachinelearningmethods.Indeed,ﬁrsttheamou...
Distributed and Scalable MCMC DG-LMC
2023-11-16 18:31:05538969.78 KB3
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Bias-Free Scalable Gaussian Processes via Randomized Truncations
Bias-FreeScalableGaussianProcessesviaRandomizedTruncationsAndresPotapczynski1LuhuanWu2DanBiderman1GeoffPleiss1JohnP.Cunningham12Abstractbiasofinducingpointmethods(Baueretal.,2016;Burtetal.,2019),th...
Gaussian via Processes Scalable Randomized
2023-11-16 18:07:3611591.06 MB18
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A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
AScalableSecondOrderMethodforIll-ConditionedMatrixCompletionfromFewSamplesChristianKu¨mmerle1ClaudioMayrinkVerdun2AbstractedgeofΩandPΩ(X0),wherePΩ:Rd1×d2→Rmisthesubsamplingoperatorthatmapsama...
for Matrix Method Scalable Order
2023-11-16 17:51:586781.75 MB29
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A Scalable Deterministic Global Optimization Algorithm for Clustering Problems
AScalableDeterministicGlobalOptimizationAlgorithmforClusteringProblemsKaixunHua1MingfeiShi1YankaiCao1AbstractThedifferentdeﬁnitionsofcostfunctioninducedifferenttypesofclusteringalgorithms.Inthispa...
for Optimization Algorithm Clustering Global
2023-11-16 17:51:58962329.35 KB21
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Two Routes to Scalable Credit Assignment without Weight Symmetry
TwoRoutestoScalableCreditAssignmentwithoutWeightSymmetryDanielKunin1AranNayebi2JavierSagastuy-Brena1SuryaGanguli3JonathanM.Bloom45DanielL.K.Yamins678Abstractforcreditassignmentwithoutweightsymmetry...
without to Two Scalable Assignment
2023-11-14 21:46:5312674.87 MB11
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Simple and Scalable Epistemic Uncertainty Estimation Using a Single Deep Deterministic Neural Network
UncertaintyEstimationUsingaSingleDeepDeterministicNeuralNetworkJoostvanAmersfoort1LewisSmith1YeeWhyeTeh2YarinGal1Abstract(a)DeepEnsembles(b)Ourmodel-DUQWeproposeamethodfortrainingadeterminis-Figure...
Using and simple Estimation Uncertainty
2023-11-14 21:46:249922.27 MB23
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Scalable Identification of Partially Observed Systems with Certainty-Equivalent EM
ScalableIdentiﬁcationofPartiallyObservedSystemswithCertainty-EquivalentEMKunalMenda1JeandeBecdelie`vre1JayeshK.Gupta1IlanKroo1MykelJ.Kochenderfer1ZacharyManchester1Abstract···xtxt+1···System...
of Identification with Systems Scalable
2023-11-14 21:46:1918732.97 MB8
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Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase
ScalableGaussianProcessSeparationforKernelswithaNon-StationaryPhaseJanGraßhoff1AlexandraJankowski1PhilippRostalski1Abstractproposed(Liuetal.,2018),oneofwhichisbasedoncom-putinglow-rankapproximatio...
for with Gaussian Process Regression
2023-11-14 21:46:181465770.59 KB18
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Scalable Nearest Neighbor Search for Optimal Transport
ScalableNearestNeighborSearchforOptimalTransportArtursBackurs12YiheDong3PiotrIndyk4IlyaRazenshteyn5TalWagner4Abstractmetricbetweenwordsisgivenbyhigh-dimensionalwordembeddingssuchasword2vec(Mikolove...
for Optimal Transport Search Scalable
2023-11-14 21:46:1813061.21 MB24
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