"on"的相关文档

标签“on”的相关文档，共225条

Towards Tight Bounds on the Sample Complexity of Average-reward MDPs
TowardsTightBoundsontheSampleComplexityofAverage-rewardMDPsYujiaJin1AaronSidford1Abstractmakingunderuncertaintyandreinforcementlearning(Puter-man,2014;Sutton&Barto,2018).Itisaprominenttheoret-Wepro...
Complexity on the bounds Sample
2023-11-16 19:42:1215061.88 MB3
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Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients
TighterBoundsontheLogMarginalLikelihoodofGaussianProcessRegressionusingConjugateGradientsArtemArtemev12DavidR.Burt3MarkvanderWilk1Abstractdientbasedmethodsinordertoautomaticallyselectmodelhyperpara...
on the bounds Likelihood Marginal
2023-11-16 19:42:081193750.65 KB16
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Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning
TighteningtheDependenceonHorizonintheSampleComplexityofQ-LearningGenLi1ChangxiaoCai2YuxinChen2YuantaoGu1YutingWei3YuejieChi4AbstractQ-learning(Borkar&Meyn,2000;Jaakkolaetal.,1994;Szepesva´ri,1998;...
on the in Sample Dependence
2023-11-16 19:42:081037390.16 KB21
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Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
TightBoundsontheSmallestEigenvalueoftheNeuralTangentKernelforDeepReLUNetworksQuynhNguyen1MarcoMondelli2GuidoMontufar13AbstractWeassumethatthenetworkhasasingleoutput,namelynL=1andWL∈RnL−1.Forconsi...
of on the bounds Tight
2023-11-16 19:42:071629577.47 KB22
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The Impact of Record Linkage on Learning from Feature Partitioned Data
TheImpactofRecordLinkageonLearningfromFeaturePartitionedDataRichardNock1StephenHardy2WilkoHenecka2HamishIvey-Law3JakubNabaglo3GiorgioPatrini4GuillaumeSmith2BrianThorne5Abstract"whenisaglobaltrained...
Learning of on the Impact
2023-11-16 19:42:057253.36 MB14
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SKIing on Simplices Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes
SKIingonSimplices:KernelInterpolationonthePermutohedralLatticeforScalableGaussianProcessesSanyamKapoor1MarcFinzi1KeAlexanderWang2AndrewGordonWilson1AbstractFigure1.Comparisonofthenumberofgridpoints...
Kernel on the Interpolation SKIing
2023-11-16 19:41:521939883.17 KB10
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SigGPDE Scaling Sparse Gaussian Processes on Sequential Data
SigGPDE:ScalingSparseGaussianProcessesonSequentialDataMaudLemercier1CristopherSalvi2ThomasCass3EdwinV.Bonilla4TheodorosDamoulas1TerryLyons2AbstractvationsN,withnaïveapproacheshavingatimecomplexity...
Sparse on Gaussian Processes Sequential
2023-11-16 19:41:47705570.42 KB8
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Sample Complexity of Robust Linear Classification on Separated Data
SampleComplexityofRobustLinearClassiﬁcationonSeparatedDataRobiBhattacharjee1SomeshJha2KamalikaChaudhuri1Abstractthusaimstoﬁndaclassiﬁerthatmaximizesaccuracyonexamplesthataredistancerormorefromth...
of Complexity on Robust Classification
2023-11-16 19:41:401062390.12 KB20
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Quasi-global Momentum Accelerating Decentralized Deep Learning on Heterogeneous Data
Quasi-GlobalMomentum:AcceleratingDecentralizedDeepLearningonHeterogeneousDataTaoLin1SaiPraneethKarimireddy1SebastianU.Stich1MartinJaggi1Abstractiskeptlocally(nevertransmittedduringtraining).Decentr...
Learning on Deep Momentum Decentralized
2023-11-16 19:28:3717598.84 MB1
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Problem Dependent View on Structured Thresholding Bandit Problems
ProblemDependentViewonStructuredThresholdingBanditProblemsJamesCheshire1PierreMe´nard1AlexandraCarpentier1Abstractoferror-i.e.theprobabilitythatthelearnermis-classiﬁesatleastonearm-andconsiderthe...
on Thresholding Bandit Structured Problem
2023-11-16 19:28:321107359.79 KB22
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Parallel tempering on optimized paths
ParalleltemperingonoptimizedpathsSaifuddinSyed1VittorioRomaniello1TrevorCampbell1AlexandreBouchard-Coˆte´1AbstractSupposeweseektoapproximateanexpectationwithrespecttoanintractabletargetdensityπ1...
on Optimized Parallel Paths tempering
2023-11-16 19:28:27935884.94 KB14
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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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on the difficulty of unbiased alpha divergence minimization
ontheDifﬁcultyofUnbiasedAlphaDivergenceMinimizationTomasGeffner1JustinDomke1AbstractExistingalpha-divergenceminimizationalgorithmscanbeclassiﬁedintotwobroadgroups:biasedmethods(Li&Severalapproxim...
of on the Divergence Unbiased
2023-11-16 19:15:466437.43 MB15
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on the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks
ontheExplicitRoleofInitializationontheConvergenceandImplicitBiasofOverparametrizedLinearNetworksHanchengMin12SalmaTarmoun13Rene´Vidal14EnriqueMallada12Abstractwithoutexplicitregularization,enjoysg...
of on on the Explicit
2023-11-16 19:15:46660520.57 KB9
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on the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks
ontheExplicitRoleofInitializationontheConvergenceandImplicitBiasofOverparametrizedLinearNetworksHanchengMin12SalmaTarmoun13Rene´Vidal14EnriqueMallada12Abstractwithoutexplicitregularization,enjoysg...
of on on the Explicit
2023-11-16 19:15:46660520.57 KB9
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on the Convergence of Hamiltonian Monte Carlo with Stochastic Gradients
ontheConvergenceofHamiltonianMonteCarlowithStochasticGradientsDifanZou1QuanquanGu1AbstracttionssuchasBayesianinference,reinforcementlearning,andcomputervision.Inthepastdecades,manyMCMCHamiltonianMo...
of on Convergence the Monte
2023-11-16 19:15:4614633.97 MB27
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