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标签“of”的相关文档，共557条

Rates of Convergence for Sparse Variational Gaussian Process Regression
RatesofConvergenceforSparseVariationalGaussianProcessRegressionDavidR.Burt1CarlEdwardRasmussen12MarkvanderWilk2AbstractWhilethecomputationalcostofaddinginducingvariablesiswellunderstood,resultsonho...
of for Sparse Variational Convergence
2023-11-13 14:48:22822757.63 KB8
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PROVEN Verifying Robustness of Neural Networks with a Probabilistic Approach
PROVEN:VerifyingRobustnessofNeuralNetworkswithaProbabilisticApproachTsui-WeiWeng1Pin-YuChen2LamM.Nguyen2MarkS.Squillante2AkhilanBoopathy1IvanOseledets3LucaDaniel1Abstractdevelopingeffectivecounterm...
of Neural Networks with Robustness
2023-11-13 14:48:19508159.11 KB24
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Population Based Augmentation Efficient Learning of Augmentation Policy Schedules
PopulationBasedAugmentation:EfﬁcientLearningofAugmentationPolicySchedulesDanielHo12EricLiang1IonStoica1PieterAbbeel13XiChen13AbstractBaselineAutoAugmentPopulationBasedAugmentation4Akeychallengeinl...
Learning of Efficient Population Policy
2023-11-13 14:48:161091529.15 KB13
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POPQORN Quantifying Robustness of Recurrent Neural Networks
POPQORN:QuantifyingRobustnessofRecurrentNeuralNetworksChing-YunKo1ZhaoyangLyu2Tsui-WeiWeng3LucaDaniel3NgaiWong1DahuaLin2Abstractlini&Wagner,2018).Asmallperturbationthathumansaremostlyimmunetocanbec...
of Neural Networks Recurrent Robustness
2023-11-13 14:48:1510932.37 MB1
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Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization
ParameterEfﬁcientTrainingofDeepConvolutionalNeuralNetworksbyDynamicSparseReparameterizationHeshamMostafa1XinWang12Abstract1.IntroductionModerndeepneuralnetworksaretypicallyhighlyDeepneuralnetworks...
of Neural Efficient Deep Convolutional
2023-11-13 14:48:121833549.24 KB18
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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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PAC Learnability of Node Functions in Networked Dynamical Systems
PACLearnabilityofNodeFunctionsinNetworkedDynamicalSystemsAbhijinAdiga1ChrisJ.Kuhlman1MadhavV.Marathe12S.S.Ravi13AnilK.Vullikanti12Abstract(Beietal.,2016;Kleinbergetal.,2017;Adigaetal.,2018).Weconsi...
of in Node Functions Networked
2023-11-13 14:48:11880488.38 KB21
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PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits
PACIdentiﬁcationofManyGoodArmsinStochasticMulti-ArmedBanditsArghyaRoyChaudhuri1ShivaramKalyanakrishnan1Abstractdecision,whichproducesareal-valuedreward.Therewardisdrawni.i.d.fromadistributioncorre...
of Identification in Good PAC
2023-11-13 14:48:111061497.26 KB21
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Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning
OptimalKronecker-SumApproximationofRealTimeRecurrentLearningFrederikBenzing1MarceloMatheusGauy1AsierMujika1AndersMartinsson1AngelikaSteger1Abstractachievednotablesuccesses.However,fewimprovementsha...
of Approximation Recurrent Optimal Time
2023-11-13 14:48:099932.15 MB18
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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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On the Universality of Invariant Networks
OntheUniversalityofInvariantNetworksHaggaiMaron1EthanFetaya23NimrodSegol1YaronLipman1AbstractwithrespecttosomegroupGwillbereferredhereasG-invariantnetworks.Constraininglinearlayersinneuralnetworkst...
of Networks on the Invariant
2023-11-13 14:48:0618962.63 MB21
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On the statistical rate of nonlinear recovery in generative models with heavy-tailed data
Onthestatisticalrateofnonlinearrecoveryingenerativemodelswithheavy-taileddataXiaohanWei1ZhuoranYang2ZhaoranWang3Abstract1.IntroductionWeconsiderestimatingahigh-dimensionalvec-Considerarandompair(x,...
of on the Statistical Nonlinear
2023-11-13 14:48:0610202.58 MB16
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On the Spectral Bias of Neural Networks
OntheSpectralBiasofNeuralNetworksNasimRahaman12AristideBaratin1DevanshArpit1FelixDraxler2MinLin1FredA.Hamprecht2YoshuaBengio1AaronCourville1Abstractexposethisbiasbytakingacloserlookatneuralnetworks...
of Neural Networks on the
2023-11-13 14:48:0613691.57 MB23
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On the Long-term Impact of Algorithmic Decision Policies Effort Unfairness and Feature Segregation through Social Learning
OntheLong-termImpactofAlgorithmicDecisionPolicies:EffortUnfairnessandFeatureSegregationthroughSocialLearningHodaHeidari1VedantNanda2KrishnaP.Gummadi2AbstractThisrealizationhasrecentlyspawnedanactiv...
of Algorithmic on the Decision
2023-11-13 14:48:055438.09 MB15
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On The Power of Curriculum Learning in Training Deep Networks
OnThePowerofCurriculumLearninginTrainingDeepNetworksGuyHacohen12DaphnaWeinshall1Abstracttypicallyreﬂectstheircomplexity.Thestudentisthengrad-uallyintroducedtotheseconceptsbyincreasingcomplexity,Tr...
Learning of on Curriculum the
2023-11-13 14:48:051424602.8 KB11
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On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization
OntheLinearSpeedupAnalysisofCommunicationEfﬁcientMomentumSGDforDistributedNon-ConvexOptimizationHaoYu1RongJin1SenYang1Abstractwherefi(x)=E⇠i⇠Di[Fi(x;⇠i)]aresmoothnon-convexfunctionswithpossibly...
of Analysis on the Communication
2023-11-13 14:48:051060839.39 KB27
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On the Limitations of Representing Functions on Sets
OntheLimitationsofRepresentingFunctionsonSetsEdwardWagstaff1FabianB.Fuchs1MartinEngelcke1IngmarPosner1MichaelOsborne1AbstractInputOutputRecentworkontherepresentationoffunctionsϕ+ρf(x1,…,xM)onset...
of on on the Functions
2023-11-13 14:48:0517021.2 MB4
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On the Impact of the Activation function on Deep Neural Networks Training
OntheImpactoftheActivationFunctiononDeepNeuralNetworksTrainingSouﬁaneHayou1ArnaudDoucet1JudithRousseau1Abstractobtainedsimilarresultsusingatopologicalmeasureofex-pressiveness.Theweightinitializati...
of on on the Activation
2023-11-13 14:48:046751.27 MB23
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On the Convergence and Robustness of Adversarial Training
OntheConvergenceandRobustnessofAdversarialTrainingYisenWang1XingjunMa2JamesBailey2JinfengYi1BowenZhou1QuanquanGu3Abstract2018),theyarevulnerabletoadversarialexamplescraftedbyaddingsmall,humanimperc...
of Adversarial and on Convergence
2023-11-13 14:48:0417568.71 MB30
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On the Feasibility of Learning, Rather than Assuming, Human Biases for Reward Inference
OntheFeasibilityofLearning,RatherthanAssuming,HumanBiasesforRewardInferenceRohinShah1NoahGundotra1PieterAbbeel1AncaD.Dragan1Abstractp(as)µebQ(s,a;r)w!Ourgoalisforagentstooptimizetherightre-wwardfu...
Learning of on the than
2023-11-13 14:48:0411681.57 MB28
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