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标签“of”的相关文档，共557条

Learning Curves for Analysis of Deep Networks
LearningCurvesforAnalysisofDeepNetworksDerekHoiem1TanmayGupta2ZhizhongLi1MichalM.Shlapentokh-Rothman1Abstracttrapolateratherthanevaluateandhavetypicallyrequiredlarge-scaleexperimentsthatareoutsidet...
Learning of for Networks Analysis
2023-11-16 19:04:5910411.08 MB3
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Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification
LatentSpaceEnergy-BasedModelofSymbol-VectorCouplingforTextGenerationandClassiﬁcationBoPang1YingNianWu1Abstractmostofpriormethodsfocusontheimprovementoftextgenerationqualitysuchasﬂuencyanddiversit...
of Model Coupling Latent Space
2023-11-16 19:04:571452652.61 KB24
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Inverse Decision Modeling Learning Interpretable Representations of Behavior
InverseDecisionModeling:LearningInterpretableRepresentationsofBehaviorDanielJarrett1AlihanHüyük1MihaelavanderSchaar12AbstractConsiderthe“lifecycle”ofdecisionanalysis[9]intherealworld.First,norm...
Learning of Representations Decision Inverse
2023-11-16 18:47:058904.44 MB28
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Interpreting and Disentangling Feature Components of Various Complexity from DNNs
InterpretingandDisentanglingFeatureComponentsofVariousComplexityfromDNNsJieRen1MingjieLi1ZexuLiu1QuanshiZhang12Abstract?(?)=????+????+?????+??Thispaperaimstodeﬁne,visualize,andana...
of Feature and Disentangling Interpreting
2023-11-16 18:47:051986987.72 KB30
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Instabilities of offline RL with Pre-Trained Neural Representation
InstabilitiesofofﬂineRLwithPre-TrainedNeuralRepresentationRuosongWang1YifanWu1RuslanSalakhutdinov1ShamM.Kakade23Abstract2018;Wangetal.,2018;Yuetal.,2019);itisseeingmuchrecentinterestduetothelargea...
of Neural with RL Offline
2023-11-16 18:47:0411021.83 MB27
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Information Obfuscation of Graph Neural Networks
InformationObfuscationofGraphNeuralNetworksPeiyuanLiao1HanZhao2KeyuluXu3TommiJaakkola3GeoffreyGordon1StefanieJegelka3RuslanSalakhutdinov1Abstractthesocialnetwork.Bytakingthestructuredinformationoff...
of Neural Networks Graph Information
2023-11-16 18:47:039522.12 MB5
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Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
ImprovedRegretBoundsofBilinearBanditsusingActionSpaceAnalysisKyoungseokJang1Kwang-SungJun2Se-YoungYun3WanmoKang1Abstractarrangecouplesbasedontheirexperiencestogetbetterrat-ingsandrewards.Balancinge...
of Using Bandits Regret bounds
2023-11-16 18:47:021468446.11 KB3
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Improved Contrastive Divergence Training of Energy-Based Models
ImprovedContrastiveDivergenceTrainingofEnergy-BasedModelsYilunDu1ShuangLi1JoshuaTenenbaum1IgorMordatch2AbstractFigure1:(Left)128x128samplesonunconditionalCelebA-HQ.(Right)128x128samplesonunconditio...
of Models Improved Energy-Based Training
2023-11-16 18:47:019928.08 MB13
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Implicit-PDF Non-Parametric Representation of Probability Distributions on the Rotation Manifold
Implicit-PDF:Non-ParametricRepresentationofProbabilityDistributionsontheRotationManifoldKieranMurphy1CarlosEsteves1VarunJampani1SrikumarRamalingam1AmeeshMakadia1Abstract2018).Aquintessentialexample...
of on Representation Probability Distributions
2023-11-16 18:47:0119219.68 MB17
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Implicit rate-constrained optimization of non-decomposable objectives
ImplicitRate-ConstrainedOptimizationofNon-decomposableObjectivesAbhishekKumar1HarikrishnaNarasimhan1AndrewCotter1Abstractetal.,2017;Cotteretal.,2019a).Moreover,manyofthemetricsthatweareinterestedin...
of Optimization Implicit Objectives rate-constrained
2023-11-16 18:47:001895501.03 KB30
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Implicit Bias of Linear RNNs
ImplicitBiasofLinearRNNsMelikasadatEmami1MojtabaSahraee-Ardakan12ParthePandit12SundeepRangan3AlysonK.Fletcher12Abstractnetworkshavebecomeubiquitousinpracticalapplications,severaltheoreticalaspectso...
of Linear Implicit Bias RNNs
2023-11-16 18:46:5910831.87 MB28
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Image-Level or Object-Level A Tale of Two Resampling Strategies for Long-Tailed Detection
Image-LevelorObject-Level?ATaleofTwoResamplingStrategiesforLong-TailedDetectionNadineChang1ZhidingYu2Yu-XiongWang3AnimaAnandkumar24SanjaFidler256JoseM.Alvarez2AbstractMemoryBank(RoIFeat+BoxLoc)Trai...
of Tale Two or Image-Level
2023-11-16 18:46:598543.62 MB28
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HyperHyperNetwork for the Design of Antenna Arrays
HyperHyperNetworksfortheDesignofAntennaArraysShaharLutati1LiorWolf12AbstractDesigningantennasisachallenginginverseproblem:whilemappingthestructureoftheantennatoitsradiationprop-Wepresentdeeplearnin...
of for the Design HyperHyperNetwork
2023-11-16 18:46:5816431.73 MB11
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How rotational invariance of common kernels prevents generalization in high dimensions
HowrotationalinvarianceofcommonkernelspreventsgeneralizationinhighdimensionsKonstantinDonhauser1MingqiWu1FannyYang1Abstractconclusiveintheregimed/nβ→cwithβ∈(0,1).Inpar-ticular,eventhoughseveral...
of How Kernels Invariance Common
2023-11-16 18:46:581585465.27 KB27
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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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Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings
Group-SparseMatrixFactorizationforTransferLearningofWordEmbeddingsKanXu1XuanyiZhao1HamsaBastani1OsbertBastani1Abstractthisstrategyhasbeenusedintransferringimageclassiﬁ-cationmodels(Estevaetal.,201...
Learning of for Matrix Transfer
2023-11-16 18:46:525091.08 MB17
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Grey-box Extraction of Natural Language Models
Grey-boxExtractionofNaturalLanguageModelsSantiagoZanella-Béguelin1ShrutiTople1AndrewPaverd12BorisKöpf1Abstractquery-responsepairsobtainedviathemodel’sinferenceAPI,thuseffectivelycircumventingthe...
of Models Natural Language Extraction
2023-11-16 18:46:521718466.22 KB6
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Geometry of the Loss Landscape in Overparameterized Neural Networks Symmetries and Invariances
GeometryoftheLossLandscapeinOverparameterizedNeuralNetworks:SymmetriesandInvariancesBerﬁnS¸ims¸ek12Franc¸oisGed1ArthurJacot1FrancescoSpadaro1Cle´mentHongler1WulframGerstner2JohanniBrea2Abstrac...
of the in Geometry Loss
2023-11-16 18:46:4719121.46 MB25
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Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control Game in Continuous Time
GlobalConvergenceofPolicyGradientforLinear-QuadraticMean-FieldControl/GameinContinuousTimeWeichenWang1JiequnHan2ZhuoranYang3ZhaoranWang4Abstractmorerealisticreal-worldproblems,suchasroboticcontrol(...
of for Gradient Convergence Policy
2023-11-16 18:46:471960361.89 KB1
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Geometric convergence of elliptical slice sampling
GeometricConvergenceofEllipticalSliceSamplingViacheslavNatarovskii1DanielRudolf1Bjo¨rnSprungk2AbstractonRdtakestheformForBayesianlearning,givenlikelihoodfunction(x)andGaussianprior,theellipticalsl...
of Sampling Convergence Geometric elliptical
2023-11-16 18:46:46879763.83 KB30
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