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标签“Structure”的相关文档，共28条

Smooth $p$-Wasserstein Distance Structure, Empirical Approximation, and Statistical Applications
Smoothp-WassersteinDistance:Structure,EmpiricalApproximation,andStatisticalApplicationsSloanNietert1ZivGoldfeld2KengoKato3AbstractapplicationsinstatisticsandML,rangingfromgenerativemodeling(Arjovsk...
and Approximation Structure Smooth Empirical
2023-11-16 19:41:5214553.87 MB10
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Revealing the Structure of Deep Neural Networks via Convex Duality
RevealingtheStructureofDeepNeuralNetworksviaConvexDualityTolgaErgen1MertPilanci1Abstractwheretwo-layerReLUnetworkswiththeminimumEu-clideannormsolutionandzerotrainingerrorareprovenWestudyregularized...
of Neural Networks Deep the
2023-11-16 19:41:3312261.51 MB22
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XOR-CD Linearly Convergent Constrained Structure Generation
XOR-CD:LinearlyConvergentConstrainedStructureGenerationFanDing1JianzhuMa2JinboXu3YexiangXue1AbstractOriginLRPSEWeproposeXOR-ContrastiveDivergencelearn-!2!1Match(M)SMI2ing(XOR-CD),aprovableapproachf...
Generation Constrained Structure Convergent Linearly
2023-11-16 19:41:281647860.12 KB20
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Integer Programming for Causal Structure Learning in the Presence of Latent Variables
IntegerProgrammingforCausalStructureLearninginthePresenceofLatentVariablesRuiChen1SanjeebDash2TianGao2Abstractscore-basedandconstraint-basedapproaches.Score-basedmethodsuseascore–suchasBayesiansco...
Learning for in Causal Integer
2023-11-16 18:47:041893300.93 KB8
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Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model
EfﬁcientGenerativeModellingofProteinStructureFragmentsusingaDeepMarkovModelChristianB.Thygesen12AhmadSalimAl-Sibahi1ChristianS.Steenmanns2LysS.Moreta1AndersB.Sørensen2ThomasHamelryck13Abstractapr...
of Efficient Generative Structure Modelling
2023-11-16 18:37:5710101.45 MB1
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Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization
CanSubnetworkStructurebetheKeytoOut-of-DistributionGeneralization?DinghuaiZhang1KartikAhuja1YilunXu2YisenWang3AaronCourville1AbstractFigure1.OODperformanceofmodelswithdifferentStructureswhentrained...
the Can Be to Structure
2023-11-16 18:11:179321.88 MB21
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Analyzing the tree-layer Structure of Deep Forests
Analyzingthetree-layerStructureofDeepForestsLudovicArnould1ClaireBoyer1ErwanScornet2AbstractDeepForest(DF)algorithm(Zhou&Feng,2017),whichusesRandomForests(RF)(Breiman,2001)asneurons,hasRandomforest...
of Deep the Structure Analyzing
2023-11-16 18:00:318024.5 MB27
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Structure Adaptive Algorithms for Stochastic Bandits
StructureAdaptiveAlgorithmsforStochasticBanditsRe´myDegenne1HanShao2WouterM.Koolen3Abstractstartingwithasymptoticresultsinthe80sand90s(Lai&Robbins,1985;Graves&Lai,1997)andmovingtotheﬁ-Westudyrewa...
Adaptive for Algorithms Stochastic Bandits
2023-11-14 21:46:3613795.88 MB2
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Learning the piece-wise constant graph Structure of a varying Ising model
Learningthepiece-wiseconstantgraphStructureofavaryingIsingmodelBatisteLeBars1PierreHumbert1ArgyrisKalogeratos1NicolasVayatis1Abstractedgebetweentwonodesinthisgraphindicatesthecondi-tionaldependency...
Learning of Graph the Structure
2023-11-14 21:44:566311014.96 KB13
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Inferring DQN Structure for high-dimensional continuous control
InferringDQNStructureforhigh-dimensionalcontinuouscontrolAndreySakryukin1ChedyRa¨ıssi23MohanS.Kankanhalli1Abstract(Yunetal.,2017),NLP(Lietal.,2016)andothers,werepublished.Oneofthemainfocusesofrec...
for High-dimensional Continuous Control Structure
2023-11-14 21:44:3813232.91 MB30
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Graph Structure of Neural Networks
GraphStructureofNeuralNetworksJiaxuanYou1JureLeskovec1KaimingHe2SainingXie2Abstractinformationfromitsinputneurons,throughhiddenlayersallthewaytotheoutputneurons(McClellandetal.,1986).Neuralnetworks...
of Neural Networks Graph Structure
2023-11-14 21:44:2719635.95 MB27
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Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs
CharacterizingDistributionEquivalenceandStructureLearningforCyclicandAcyclicDirectedGraphsAmirEmadGhassami1AlanYang1NegarKiyavash2KunZhang3Abstractofthedata(Koller&Friedman,2009).Wheninterpretedcau...
Learning for and Distribution Structure
2023-11-14 21:43:251662673.09 KB2
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Causal Structure Discovery from Distributions Arising from Mixtures of DAGs
CausalStructureDiscoveryfromDistributionsArisingfromMixturesofDAGsBasilSaeed1SnigdhaPanigrahi2CarolineUhler13AbstractseparationstatementsintheDAG(knownasd-separation)throughtheMarkovproperty(Laurit...
from Discovery Causal Structure Distributions
2023-11-14 21:43:241907944.5 KB3
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Neurally-Guided Structure Inference
Neurally-GuidedStructureInferenceSidiLu1JiayuanMao23JoshuaB.Tenenbaum245JiajunWu2AbstractAnemergingresearchtopicistodiscoverappropriatestruc-turesfromdataautomatically(Kemp&Tenenbaum,2008;Moststruc...
Inference Structure Neurally-Guided
2023-11-13 14:47:589381.47 MB18
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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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Learn to Grow A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting
LearntoGrow:AContinualStructureLearningFrameworkforOvercomingCatastrophicForgettingXilaiLi†1YingboZhou2TianfuWu1RichardSocher2CaimingXiong2Abstractlearningwithdeepneuralnetworks(DNNs).Whenpre-sent...
Learning Continual to Learn Structure
2023-11-13 14:47:3518501.47 MB13
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GEOMetrics Exploiting Geometric Structure for Graph-Encoded Objects
GEOMetrics:ExploitingGeometricStructureforGraph-EncodedObjectsEdwardJ.Smith1ScottFujimoto12AdrianaRomero31DavidMeger1Abstract(a)Voxels(b)Pointcloud(262144units)(30000points)Meshmodelsareapromisinga...
for Exploiting Geometric Structure Objects
2023-11-13 14:47:1911217.22 MB23
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Exploiting Structure of uncertainty for efficient matroid semi-bandits
ExploitingStructureofUncertaintyforEfﬁcientMatroidSemi-BanditsPierrePerrault12VianneyPerchet23MichalValko14Abstracttimeandspacecomplexity)oftheircombinatorialgeneral-ization,inwhichtheagentselects...
of for Efficient Exploiting Structure
2023-11-13 14:47:051065471.67 KB18
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DAG-GNN DAG Structure Learning with Graph Neural Networks
DAG-GNN:DAGStructureLearningwithGraphNeuralNetworksYueYu1JieChen23TianGao3MoYu3Abstract1988)withmanyapplicationsinmedicine,genetics,eco-nomics,andepidemics.ItsStructurelearningproblemisLearningafai...
Learning Neural with Graph Structure
2023-11-13 14:46:481650600.24 KB11
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Bilinear Bandits with Low-rank Structure
BilinearBanditswithLow-rankStructureKwang-SungJun1RebeccaWillett2StephenWright3RobertNowak3Abstractsystemmaywanttochooseapairofitems(top,bottom)foracustomer,whoseappealdependsinpartonwhethertheyWei...
Low-Rank with Bandits Structure Bilinear
2023-11-13 14:46:328941.17 MB13
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