"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 Differentiable Physics for Learning and Control
ScalableDifferentiablePhysicsforLearningandControlYi-LingQiao1JunbangLiang1VladlenKoltun2MingC.Lin1AbstractRecenteffortshavesigniﬁcantlyadvancedtheunderstandingofdifferentiablephysicsinmachinelear...
Learning for and Differentiable Control
2023-11-14 21:46:1819299.09 MB14
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Scalable Exact Inference in Multi-Output Gaussian Processes
ScalableExactInferenceinMulti-OutputGaussianProcessesWesselP.Bruinsma12EricPerim2WillTebbutt1J.ScottHosking34ArnoSolin5RichardE.Turner16Abstract(Hennigetal.,2015),suchasinoptimisation(Brochuetal.,2...
Inference Gaussian in Processes Exact
2023-11-14 21:46:18570825.17 KB10
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Scalable Differential Privacy with Certified Robustness in Adversarial Learning
ScalableDifferentialPrivacywithCertiﬁedRobustnessinAdversarialLearningNhatHaiPhan1MyT.Thai2HanHu1RuomingJin3TongSun4DejingDou56Abstracttrainingdatatoconsistofbenignexamplesandadversar-ialexamplesc...
with in Differential Privacy Robustness
2023-11-14 21:46:171983614.28 KB3
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Scalable and Efficient Comparison-based Search without Features
ScalableandEfﬁcientComparison-basedSearchwithoutFeaturesDaniyarChumbalov1LucasMaystre2MatthiasGrossglauser1Abstractameaningfulquery.However,thisisoftenanon-trivialtaskforahumanuser.Forexample,most...
Efficient and without Search Features
2023-11-14 21:46:17917630.96 KB26
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Scalable Deep Generative Modeling for Sparse Graphs
ScalableDeepGenerativeModelingforSparseGraphsHanjunDai1AzadeNazi1YujiaLi2BoDai1DaleSchuurmans1AbstractClassicalgenerativemodelsofgraphs,basedonrandomgraphtheory(Erdo˝s&Re´nyi,1960;Baraba´si&Albe...
for Sparse Generative Deep graphs
2023-11-14 21:46:1713592.49 MB10
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Generalized and Scalable Optimal Sparse Decision Trees
GeneralizedandScalableOptimalSparseDecisionTreesJimmyLin1ChudiZhong2DianeHu2CynthiaRudin2MargoSeltzer1Abstractisthattheytendtoproducesuboptimaltreeswithnowayofknowinghowsuboptimalthesolutionis.This...
Sparse and Trees Optimal Decision
2023-11-14 21:44:211920547.71 KB19
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Einsum Networks Fast and Scalable Learning of Tractable Probabilistic Circuits
EinsumNetworks:FastandScalableLearningofTractableProbabilisticCircuitsRobertPeharz1StevenLang2AntonioVergari3KarlStelzner2AlejandroMolina2MartinTrapp4GuyVandenBroeck3KristianKersting2ZoubinGhahrama...
Learning of Networks and Fast
2023-11-14 21:44:015344.93 MB22
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Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
EfﬁcientandScalableBayesianNeuralNetswithRank-1FactorsMichaelW.Dusenberry†1GhassenJerfel12YemingWen13Yi-AnMa14JasperSnoek1KatherineHeller12BalajiLakshminarayanan1DustinTran1Abstractdeeplearning.I...
Neural Efficient and with Bayesian
2023-11-14 21:43:5710581.38 MB30
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Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap
ScalableNonparametricSamplingfromMultimodalPosteriorswiththePosteriorBootstrapEdwinFong12SimonLyddon1ChrisHolmes12AbstractsamplefrommultimodalposteriorswithMCMCincludepar-alleltempering(Neal,1996)a...
from Sampling with Nonparametric Scalable
2023-11-13 14:48:2913151.74 MB10
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Scalable Training of Inference Networks for Gaussian-Process Models
ScalableTrainingofInferenceNetworksforGaussian-ProcessModelsJiaxinShi1MohammadEmtiyazKhan2JunZhu1AbstractFigure1.InferencenetworksforGPsareanalternativewaytopredictoutputf∗giventestinputsx∗.Infer...
of for Networks Inference Scalable
2023-11-13 14:48:2914581.31 MB15
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Scalable Fair Clustering
ScalableFairClusteringArtursBackurs12PiotrIndyk13KrzysztofOnak14BaruchSchieber15AliVakilian13TalWagner13AbstractInthispaperwefocusonthesecondaspect.Speciﬁcally,weconsidertheproblemoffairclustering...
Clustering Scalable Fair
2023-11-13 14:48:286681.46 MB25
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Scalable Learning in Reproducing Kernel Krein Spaces
ScalableLearninginReproducingKernelKre˘ınSpacesDinoOglic1ThomasGärtner2AbstractandSmola,2001).TheNyströmmethod(Nyström,1930;SmolaandSchölkopf,2000;WilliamsandSeeger,2001)isWeprovidetheﬁrstma...
Learning Kernel in Spaces Scalable
2023-11-13 14:48:281784431.79 KB9
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Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets
ScalableMetropolis–HastingsforExactBayesianInferencewithLargeDatasetsRobCornish1PaulVanetti1AlexandreBouchard-Coˆte´2GeorgeDeligiannidis13ArnaudDoucet13AbstractLikelihoodevaluationsperiteration1...
for Inference with Bayesian Exact
2023-11-13 14:48:281672517.31 KB27
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On Scalable and Efficient Computation of Large Scale Optimal Transport
OnScalableandEfﬁcientComputationofLargeScaleOptimalTransportYujiaXie1MinshuoChen1HaomingJiang1TuoZhao1HongyuanZha1AbstractearliestliteraturedatesbacktoMonge(1781).Sincethen,ithasattractedincreasin...
of Efficient and on Computation
2023-11-13 14:48:038484.85 MB9
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Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching
Multivariate-InformationAdversarialEnsembleforScalableJointDistributionMatchingZiliangChen1ZhanfuYang2XiaoxiWang1XiaodanLiang1XiaopengYan1GuanbinLi1LiangLin1Abstract(∀j∈[m],j=i)tosatisfytheequati...
for Adversarial Joint Distribution Scalable
2023-11-13 14:47:556464.52 MB15
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DBSCAN++ Towards fast and Scalable density clustering
DBSCAN++:TowardsfastandScalabledensityclusteringJenniferJang1HeinrichJiang2AbstractSCANcanruninO(nlogn)whenthedimensionisatmost2,itquicklystartstoexhibitquadraticbehaviorinhighdi-DBSCANisaclassical...
and Density Fast Clustering Scalable
2023-11-13 14:46:485062.56 MB13
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Structured Evolution with Compact Architectures for Scalable Policy Optimization
StructuredEvolutionwithCompactArchitecturesforScalablePolicyOptimizationKrzysztofChoromanski1MarkRowland2VikasSindhwani1RichardE.Turner2AdrianWeller23Abstractagentviadirectpolicysearchcanbecastasam...
for with Compact Architectures Structured
2023-11-13 12:00:47911385.74 KB21
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Scalable Deletion-Robust Submodular Maximization Data Summarization with Privacy and Fairness Constraints
ScalableDeletion-RobustSubmodularMaximization:DataSummarizationwithPrivacyandFairnessConstraintsEhsanKazemi1MortezaZadimoghaddam2AminKarbasi1Abstract(Bachetal.,2013),websearchandmining(Borodinetal....
Submodular Maximization with Data Summarization
2023-11-13 12:00:378791.28 MB15
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Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF)
ScalableGaussianProcesseswithGrid-StructuredEigenfunctions(GP-GRIEF)TreforW.Evans1PrasanthB.Nair1AbstractmąnwhiledramaticallyreducingcomputationaldemandsoveranexactGP.Thisinducingpointstructureena...
with Gaussian Processes Scalable Grid-Structured
2023-11-13 12:00:371501736.15 KB9
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Scalable Bilinear Pi Learning Using State and Action Features
ScalableBilinearπLearningUsingStateandActionFeaturesYichenChen1LihongLi2MengdiWang3Abstracte.g.,Azaretal.(2013)).Inotherwords,thereisanoraclethattakes(s,a)asinputandoutputsarandomswithprob-Approxi...
Learning Using and Scalable State
2023-11-13 12:00:361088346.04 KB27
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