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标签“on”的相关文档，共225条

dS^2LBI Exploring Structural Sparsity on Deep Network via Differential Inclusion Paths
DessiLBI:ExploringStructuralSparsityofDeepNetworksviaDifferentialInclusionPathsYanweiFu1ChenLiu1DonghaoLi12XinweiSun3JinshanZeng24YuanYao2Abstract1IntroductionOver-parameterizationisubiquitousnowad...
Structural on Deep Sparsity Exploring
2023-11-14 21:43:5612582.99 MB10
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Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation
DissectingNon-VacuousGeneralizationBoundsbasedontheMean-FieldApproximationKonstantinosPitas1Abstract(a)Explaininghowoverparametrizedneuralnet-Figure1.Risk-ComplexityplotforMNIST10:Theareabelowworks...
on the Based generalization bounds
2023-11-14 21:43:51685750.04 KB6
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Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness
CurseofDimensionalityonRandomizedSmoothingforCertiﬁableRobustnessAounonKumar1AlexanderLevine1TomGoldstein1SoheilFeizi1AbstractbasedmethodssuchasFGSM(Goodfellowetal.,2015)andprojectedgradientdescen...
of for on Dimensionality Randomized
2023-11-14 21:43:411388668.4 KB7
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Contrastive Multi-View Representation Learning on Graphs
ContrastiveMulti-ViewRepresentationLearningonGraphsKavehHassani1AmirHoseinKhasahmadi12Abstractworks(Kipf&Welling,2017),molecules(Duvenaudetal.,2015),andknowledgegraphs(Vivona&Hassani,2019).Weintrod...
Learning on graphs Representation Contrastive
2023-11-14 21:43:36700397.08 KB29
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Beyond Synthetic Noise Deep Learning on Controlled Noisy Labels
BeyondSyntheticNoise:DeepLearningonControlledNoisyLabelsLuJiang1DiHuang2MasonLiu3WeilongYang1AbstractHowever,duetothelackofsuitabledatasets,previousworkhasonlyexaminedDNNsoncontrolledsyntheticlabel...
Learning on Deep Beyond Synthetic
2023-11-14 21:43:1515991.32 MB27
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An Optimistic Perspective on Offline Deep Reinforcement Learning
AnOptimisticPerspectiveonOfﬂineReinforcementLearningRishabhAgarwal1DaleSchuurmans12MohammadNorouzi1Abstractunsafe,orrequireahigh-ﬁdelitysimulatorthatisoftendifﬁ-culttobuild(Dulac-Arnoldetal.,201...
An Reinforcement on Deep Perspective
2023-11-14 21:43:0610131.06 MB10
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Adversarial Attacks on Probabilistic Autoregressive Forecasting Models
AdversarialAttacksonProbabilisticAutoregressiveForecastingModelsRaphae¨lDang-Nhu1GagandeepSingh1PavolBielik1MartinVechev1Abstractsinglebestvaluehasseveraladvantages–itnaturallyﬁtstheinherentlyst...
Adversarial Models on Probabilistic Autoregressive
2023-11-14 21:43:00942687.73 KB4
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Adversarial Attacks on Copyright Detection Systems
AdversarialAttacksonCopyrightDetectionSystemsParsaSaadatpanah1AliShafahi1TomGoldstein1Abstractdetectionextractfeatures,calledﬁngerprints,fromsam-pledvideooraudio,andthenmatchthesefeatureswithaItis...
Adversarial on Detection Systems Attacks
2023-11-14 21:42:591179657.83 KB26
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Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
ActiveLearningonAttributedGraphsviaGraphCognizantLogisticRegressionandPreemptiveQueryGenerationFlorenceRegol†1SoumyasundarPal1YingxueZhang2MarkCoates1Abstract1.IntroductionNodeclassiﬁcationinattr...
Learning Active Graph on via
2023-11-14 21:42:561153580.04 KB21
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A distributional view on multi objective policy optimization
ADistributionalViewonMulti-ObjectivePolicyOptimizationAbbasAbdolmaleki1SandyH.Huang1LeonardHasenclever1MichaelNeunert1H.FrancisSong1MartinaZambelli1MuriloF.Martins1NicolasHeess1RaiaHadsell1MartinRi...
Optimization on Policy Distributional View
2023-11-14 17:19:2420011.71 MB14
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Understanding the Impact of Entropy on Policy Optimization
UnderstandingtheImpactofEntropyonPolicyOptimizationZafaraliAhmed12NicolasLeRoux13MohammadNorouzi3DaleSchuurmans34Abstractlis,2000;Greensmithetal.,2004;Schulmanetal.,2015b;Tuckeretal.,2018).Entropyr...
of on the Policy Entropy
2023-11-13 14:48:541829943.29 KB11
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Understanding MCMC Dynamics as Flows on the Wasserstein Space
UnderstandingMCMCDynamicsasFlowsontheWassersteinSpaceChangLiu1JingweiZhuo1JunZhu1AbstractdistributionminimizestheKLdivergencetothetargetdistri-bution.TheyfullyexploittheapproximationabilityofasetIt...
on the Flows as MCMC
2023-11-13 14:48:531879808.74 KB12
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Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
TransferableClean-LabelPoisoningAttacksonDeepNeuralNetsChenZhu1W.RonnyHuang1AliShafahi1HengduoLi1GavinTaylor2ChristophStuder3TomGoldstein1Abstract2017).Incontrasttoevasionattacks(Biggioetal.,2013;S...
Neural on Deep Attacks Transferable
2023-11-13 14:48:5218515.6 MB27
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The Effect of Network Width on Stochastic Gradient Descent and Generalization an Empirical Study
TheEffectofNetworkWidthonStochasticGradientDescentandGeneralization:anEmpiricalStudyDanielS.Park12JaschaSohl-Dickstein1QuocV.Le1SamuelL.Smith3AbstractWilsonetal.,2017;Sagunetal.,2017;Mandtetal.,201...
of on Stochastic the Network
2023-11-13 14:48:4515751.13 MB30
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Riemannian adaptive stochastic gradient algorithms on matrix manifolds
RiemannianadaptivestochasticgradientalgorithmsonmatrixmanifoldsHiroyukiKasai1PratikJawanpuria2BamdevMishra2AbstractADAM(Kingma&Ba,2015),arguablythemostpopularadaptivegradientmethod,additionallyempl...
Adaptive Matrix Algorithms Gradient on
2023-11-13 14:48:2514621.7 MB17
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Random Walks on Hypergraphs with Edge-Dependent Vertex Weights
RandomWalksonHypergraphswithEdge-DependentVertexWeightsUthsavChitra1BenjaminJRaphael1Abstractbetweengroupsofproteinsinproteincomplexes(Ramadanetal.,2004;Ritzetal.,2014).Hypergraphsareusedinmachinel...
with on random Hypergraphs Walks
2023-11-13 14:48:211787329.14 KB17
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Probability Functional Descent A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning
ProbabilityFunctionalDescent:AUnifyingPerspectiveonGANs,VariationalInference,andReinforcementLearningCaseyChu1JoseBlanchet2PeterGlynn2Abstractreinforcementlearning.Thegoalofthispaperistoprovideauni...
Unifying Descent on GANs Perspective
2023-11-13 14:48:17766310.25 KB10
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PA-GD on the Convergence of Perturbed Alternating Gradient Descent to Second-Order Stationary Points for Structured Nonconvex Optimization
PA-GD:ontheConvergenceofPerturbedAlternatingGradientDescenttoSecond-OrderStationaryPointsforStructuredNonconvexOptimizationSongtaoLu1MingyiHong1ZhengdaoWang2AbstractTherearemanywaysofsolvingproblem...
of on Convergence the Alternating
2023-11-13 14:48:121475308.95 KB7
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Open Vocabulary Learning on Source Code with a Graph-Structured Cache
OpenVocabularyLearningonSourceCodewithaGraph–StructuredCacheMilanCvitkovic1BadalSingh2AnimaAnandkumar1AbstractWhilecodecontainsnaturallanguagewordsandphrasesinordertobehuman–readable,codeisnotmea...
Learning with on Code Source
2023-11-13 14:48:0814871.24 MB20
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on Variational Bounds of Mutual Information
onVariationalBoundsofMutualInformationBenPoole1SherjilOzair12Aa¨ronvandenOord3AlexanderA.Alemi1GeorgeTucker1AbstractFigure1.Schematicofvariationalboundsofmutualinformationpresentedinthispaper.Node...
of Variational on bounds Information
2023-11-13 14:48:0716972.21 MB16
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