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标签“of”的相关文档，共557条

Query Complexity of Adversarial Attacks
QueryComplexityofAdversarialAttacksGrzegorzGłuch1Ru¨digerUrbanke1Abstract2018;Hayes&Danezis,2017)canonlyobservetheinput-outputbehaviorofthemodel.ManydefenseshavebeenTherearetwomainattackmodelscon...
of Adversarial Complexity Attacks Query
2023-11-16 19:28:371174367.37 KB30
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Quantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding
QuantitativeUnderstandingofVAEasaNon-linearlyScaledIsometricEmbeddingAkiraNakagawa1KeizoKato1TaijiSuzuki23Abstractconvergestoanappropriatevalue,andsoon.Alemietal.(2018)introducedtheRDtrade-offbased...
of as Understanding Quantitative Scaled
2023-11-16 19:28:365411.94 MB26
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Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels
QuantifyingtheBeneﬁtofUsingDifferentiableLearningoverTangentKernelsEranMalach1PritishKamath2EmmanuelAbbe3NathanSrebro2AbstractCanallthesuccessofdeeplearningbeexplainedusingtheNTK?Thiswouldimplytha...
Learning of Using the Differentiable
2023-11-16 19:28:361734506.02 KB16
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Provably Efficient Learning of Transferable Rewards
ProvablyEfﬁcientLearningofTransferableRewardsAlbertoMariaMetelli1GiorgiaRamponi1AlessandroConcetti1MarcelloRestelli1Abstracttheoretically,underthestrongassumptionofrewardunique-ness(Abbeel&Ng,2004...
Learning of Efficient Provably Rewards
2023-11-16 19:28:341018561.02 KB20
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Provable Meta-Learning of Linear Representations
ProvableMeta-LearningofLinearRepresentationsNileshTripuraneni1ChiJin2MichaelI.Jordan1Abstractrangingfromdeepreinforcementlearning(Baevskietal.,2019)tonaturallanguageprocessing(Ando&Zhang,2005;Meta-...
of Representations Linear Meta-Learning Provable
2023-11-16 19:28:33946556.28 KB30
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Provable Robustness of Adversarial Training for Learning Halfspaces with Noise
ProvableRobustnessofAdversarialTrainingforLearningHalfspaceswithNoiseDifanZou1SpencerFrei2QuanquanGu1AbstractToformalizetheabovecomment,letusdeﬁnethero-Weanalyzethepropertiesofadversarialtrain-bus...
Learning of for Adversarial Robustness
2023-11-16 19:28:331989450.02 KB17
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Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
ProvableGeneralizationofSGD-trainedNeuralNetworksofAnyWidthinthePresenceofAdversarialLabelNoiseSpencerFrei1YuanCao2QuanquanGu2AbstractdeﬁneWeconsideraone-hidden-layerleakyReLUnet-OPT:=minP(x,y)∼D...
of Neural Networks generalization Provable
2023-11-16 19:28:321598455.14 KB12
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Prediction-Centric Learning of Independent Cascade Dynamics from Partial Observations
Prediction-CentricLearningofIndependentCascadeDynamicsfromPartialObservationsMateuszWilinski1AndreyY.Lokhov1AbstractThismotivatesthedevelopmentofefﬁcientalgorithmsthatcaninfertheeffectivespreading...
Learning of from Dynamics Independent
2023-11-16 19:28:307743.27 MB26
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Pareto GAN Extending the Representational Power of GANs to Heavy-Tailed Distributions
ParetoGAN:ExtendingtheRepresentationalPowerofGANstoHeavy-TailedDistributionsToddHuster1JeremyE.J.Cohen1ZinanLin2KevinChan3CharlesKamhoua3NandiLeslie4Cho-YuJasonChiang1VyasSekar2AbstractEvans&Erland...
of the GAN Power Pareto
2023-11-16 19:28:281656653.6 KB3
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Order Matters Probabilistic Modeling of Node Sequence for Graph Generation
OrderMatters:ProbabilisticModelingofNodeSequenceforGraphGenerationXiaohuiChen1XuHan1JiajingHu1FranciscoJ.R.Ruiz2LipingLiu1Abstract2018;Liaoetal.,2019;Daietal.,2020;Goyaletal.,2020;Yuanetal.,2020;Sh...
of Node Probabilistic Sequence Modeling
2023-11-16 19:28:267656.74 MB19
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Optimization of Graph Neural Networks Implicit Acceleration by Skip Connections and More Depth
OptimizationofGraphNeuralNetworks:ImplicitAccelerationbySkipConnectionsandMoreDepthKeyuluXu1MozhiZhang2StefanieJegelka1KenjiKawaguchi3AbstracttheoreticalaspectsofGNNstounderstandtheirsuccessandlimi...
of Neural Networks Optimization Graph
2023-11-16 19:28:261010508 KB29
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Optimal Estimation of High Dimensional Smooth Additive Function Based on Noisy Observations
OptimalEstimationofHighDimensionalSmoothAdditiveFunctionBasedonNoisyObservationsFanZhou,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{fanzhou,liping11}@baidu.comAbstractana...
of High Estimation Dimensional Optimal
2023-11-16 19:28:2514991.07 MB15
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Operationalizing Complex Causes A Pragmatic View of Mediation
OperationalizingComplexCauses:APragmaticViewofMediationLimorGultchin12DavidS.Watson3MattJ.Kusner4RicardoSilva32AbstractHistoricalDataLimitedNewDataWeexaminetheproblemofcausalresponsees-Z<latexitsha...
of View Complex Operationalizing Causes
2023-11-16 19:28:256791.25 MB19
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Online Learning for Load Balancing of Unknown Monotone Resource Allocation Games
OnlineLearningforLoadBalancingofUnknownMonotoneResourceAllocationGamesAbstractIlaiBistritz1NicholasBambos12018;Boursier&Perchet,2019;Mehrabianetal.,2020;ConsiderNplayersthateachusesamixtureofNayyar...
Learning of for Online Balancing
2023-11-16 19:28:241119613.47 KB22
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Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning
Rate-DistortionAnalysisofMinimumExcessRiskinBayesianLearningHassanHafez-Kolahi1BehradMoniri2ShohrehKasaei1MahdiehSoleymaniBaghshah1Abstractinthisregardistostudylowerboundsontheexcessriskwhichcouldb...
of Analysis in Risk Minimum
2023-11-16 19:28:231785368.75 KB22
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On the Optimality of Batch Policy Optimization Algorithms
OntheOptimalityofBatchPolicyOptimizationAlgorithmsChenjunXiao12YifanWu3TorLittlemore4BoDai2JinchengMei12LihongLi†5CsabaSzepesvari14DaleSchuurmans12Abstractaﬁxeddatasetofpreviouslycollectedexperie...
of Optimization on the Policy
2023-11-16 19:15:478443.58 MB11
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On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
OnthePowerofLocalizedPerceptronforLabel-OptimalLearningofHalfspaceswithAdversarialNoiseJieShen1Abstractthelearnermustpayforeachlabelitwishestoberevealed.Thegoalistodesignqueryingstrategiestoavoidle...
of for on the Power
2023-11-16 19:15:471397334.74 KB26
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On the Inherent Regularization Effects of Noise Injection During Training
OntheInherentRegularizationEffectsofNoiseInjectionDuringTrainingOussamaDhifallah1YueM.Lu1Abstract2008)underGaussianinputandperturbationvectors.OuranalysisparticularlyshowsthatGaussiannoiseinjection...
of on the Regularization Noise
2023-11-16 19:15:471963808.45 KB29
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On the Implicit Bias of Initialization Shape Beyond Infinitesimal Mirror Descent
OntheImplicitBiasofInitializationShape:BeyondInﬁnitesimalMirrorDescentShaharAzulay1EdwardMoroshko2MorShpigelNacson2BlakeWoodworth3NathanSrebro3AmirGloberson1DanielSoudry2Abstractparameterizedmodel...
of on the Shape Implicit
2023-11-16 19:15:461926783.44 KB14
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On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models
OntheGeneralizationPowerofOverﬁttedTwo-LayerNeuralTangentKernelModelsPeizhongJu1XiaojunLin1NessB.Shroff2AbstractMuthukumaretal.,2019;Juetal.,2020),aninteresting“double-descent”phenomenonhasbeeno...
of on the generalization Power
2023-11-16 19:15:46978532.24 KB12
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