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标签“Structured”的相关文档，共43条

Robust Estimation of Tree Structured Gaussian Graphical Models
RobustEstimationofTreeStructuredGaussianGraphicalModelsAshishKatiyar1JessicaHoffmann1ConstantineCaramanis1Abstractmatrix,Σ,wehaveaccessonlytoM=Σ+D,thesumofthecovariancematrixandadiagonalmatrix.In...
of Gaussian Robust Estimation Tree
2023-11-13 14:48:2617011.33 MB13
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Optimal Transport for Structured data with application on graphs
OptimalTransportforStructureddatawithapplicationongraphsTitouanVayer1LaetitiaChapel1Re´miFlamary2RomainTavenard3NicolasCourty1Abstractevenimages(Bach&Harchaoui,2007).Thisworkconsiderstheproblemofc...
for with Data Optimal Transport
2023-11-13 14:48:101341937.58 KB23
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Learning Structured Decision Problems with Unawareness
LearningStructuredDecisionProblemswithUnawarenessCraigInnes1AlexLascarides1Abstractalsoshowsthatwhileitmaybeinfeasibleforanagenttogatherallrelevantfactorsofaproblembeforelearning,itStructuredmodels...
Learning with Decision Structured Problems
2023-11-13 14:47:401202560.87 KB27
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Hierarchically Structured Meta-learning
HierarchicallyStructuredMeta-learningHuaxiuYao†1YingWei2JunzhouHuang2ZhenhuiLi1Abstractmethods(Andrychowiczetal.,2016),nearestneighboursbasedmethods(Snelletal.,2017;Vinyalsetal.,2016)andInordertol...
Structured Meta-Learning Hierarchically
2023-11-13 14:47:2513841.27 MB28
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Graph Element Networks adaptive, Structured computation and memory
GraphElementNetworks:adaptive,StructuredcomputationandmemoryFerranAlet1AdarshK.Jeewajee1MariaBauza2AlbertoRodriguez2Toma´sLozano-Pe´rez1LesliePackKaelbling1Abstractofentity(suchasbodies,linksorpa...
Adaptive Networks and Graph Computation
2023-11-13 14:47:2115283.38 MB13
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Functional Transparency for Structured Data a Game-Theoretic Approach
FunctionalTransparencyforStructuredData:aGame-TheoreticApproachGuang-HeLee1WengongJin1DavidAlvarez-Melis1TommiS.Jaakkola1Abstractto1-Lipschitzfunctions.Astrictadherencetoacomplex,globalfunctionalcl...
for Data Approach Structured Functional
2023-11-13 14:47:1514921.21 MB26
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EigenDamage Structured Pruning in the Kronecker-Factored Eigenbasis
EigenDamage:StructuredPruningintheKronecker-FactoredEigenbasisChaoqiWang12RogerGrosse12SanjaFidler123GuodongZhang12AbstractOriginalWeightspaceinput(32x32x512)Reducingthetesttimeresourcerequirements...
the in Structured Pruning EigenDamage
2023-11-13 14:47:028032.29 MB10
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Dropout as a Structured Shrinkage Prior
DropoutasaStructuredShrinkagePriorEricNalisnick1JoséMiguelHernández-Lobato123PadhraicSmyth4Abstractexplaindropout’sinner-workingsandsuccessarealsoplen-tiful.Togiveafewexamples,Srivastavaetal.(20...
Dropout Structured as Prior Shrinkage
2023-11-13 14:46:581123832.73 KB7
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Active Learning for Probabilistic Structured Prediction of Cuts and Matchings
ActiveLearningforProbabilisticStructuredPredictionofCutsandMatchingsSimaBehpour12AnqiLiu3BrianD.Ziebart2AbstractFigure1.Anexampleofabipartitematchinginavideotrackingapplication.Whensomeassignmentsa...
Learning of Active for Probabilistic
2023-11-13 14:46:1716792.76 MB4
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Structured Output Learning with Abstention Application to Accurate Opinion Prediction
StructuredOutputLearningwithAbstention:ApplicationtoAccurateOpinionPredictionAlexandreGarcia1SlimEssid1ChloéClavel1Florenced’Alché-Buc1Abstractetal.,2016)hasevolvedtowardsamoreinvolvedmachinelea...
Learning with to Structured Output
2023-11-13 12:00:481854437.39 KB21
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Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors
StructuredVariationalLearningofBayesianNeuralNetworkswithHorseshoePriorsSoumyaGhosh12JiayuYao3FinaleDoshi-Velez3Abstract200TrainingPoints100TrainingPoints20TrainingPoints10UnitBNN100UnitBNN1000Unit...
Learning of Neural Networks Variational
2023-11-13 12:00:4713171.07 MB10
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Structured Variationally Auto-encoded Optimization
StructuredVariationallyAuto-encodedOptimizationXiaoyuLu1JavierGonzález2ZhenwenDai2NeilD.Lawrence23Abstractwhichmakestheproblemspeciallyhardtotreatasdifferentnetworkconﬁgurationscannotberepresente...
Optimization Structured Variationally Auto-encoded
2023-11-13 12:00:4711974.58 MB17
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Structured Control Nets for Deep Reinforcement Learning
StructuredControlNetsforDeepReinforcementLearningMarioSrouji1JianZhang2RuslanSalakhutdinov12AbstractInrecentyears,DeepReinforcementLearningFigure1.TheproposedStructuredControlNet(SCN)forpolicyhasma...
Learning for Reinforcement Deep Structured
2023-11-13 12:00:4710422.03 MB6
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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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SparseMAP Differentiable Sparse Structured Inference
SparseMAP:DifferentiableSparseStructuredInferenceVladNiculae1AndréF.T.Martins2MathieuBlondel3ClaireCardie1Abstract⋆StructuredpredictionrequiressearchingoveraargmaxMarginalMAPcombinatorialnumberof...
Inference Sparse Differentiable Structured SparseMAP
2023-11-13 12:00:411131417.23 KB11
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Learning to Speed Up Structured Output Prediction
LearningtoSpeedUpStructuredOutputPredictionXingyuanPan1VivekSrikumar1AbstractInthispaper,wefocusonthecomputationalcostofin-ference.WearguethatnaturallyoccurringproblemshavePredictingStructuredoutpu...
Learning Speed to Prediction Structured
2023-11-13 12:01:001782302.98 KB1
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Learning Maximum-A-Posteriori Perturbation Models for Structured Prediction in Polynomial Time
LearningMaximum-A-PosterioriPerturbationModelsforStructuredPredictioninPolynomialTimeAsishGhoshal1JeanHonorio1AbstractThekeycomputationalchallengeinStructuredpredictionstemsfromtheinferenceproblem,...
Learning for Models Prediction Structured
2023-11-13 11:59:57716596.5 KB20
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Differentiable Dynamic Programming for Structured Prediction and Attention
DifferentiableDynamicProgrammingforStructuredPredictionandAttentionArthurMensch1MathieuBlondel2Abstractproblem(Amos&Kolter,2017;Niculae&Blondel,2017;Djolonga&Krause,2017);otherssolvecertaincombinat...
for and Dynamic Prediction Differentiable
2023-11-13 11:59:271141366.3 KB16
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Adversarial Attack on Graph Structured Data
AdversarialAttackonGraphStructuredDataHanjunDai1HuiLi2TianTian3XinHuang2LinWang2JunZhu3LeSong12Abstractyieldgoodpredictions,butcouldalsoputthemodelinarisk.Acriminalcouldtrytodisguisehimselfbyconnec...
Adversarial Graph on Data Structured
2023-11-13 11:59:001018511.87 KB4
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Spherical Structured Feature Maps for Kernel Approximation
SphericalStructuredFeatureMapsforKernelApproximationYuemingLyu1Abstractdenotesthenonlinearfunction,W∈Rd×NisconstructedbyNi.i.dsamplesdrawnfromadistributiondeﬁnedbyWeproposeSphericalStructuredFea...
for Kernel Feature Approximation Structured
2023-11-12 20:45:161661761.96 KB24
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