"Tight"的相关文档

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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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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Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering
TightKernelQueryComplexityofKernelRidgeRegressionandKernelk-meansClusteringManuelFerna´ndez1DavidP.Woodruff1TaisukeYasuda2Abstractbetweentwodatapointswiththeirinnerproductafterap-plyingakernelmap,...
of Kernel Complexity Regression Ridge
2023-11-13 14:48:47919329.86 KB23
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Submodular Streaming in All Its Glory Tight Approximation, Minimum Memory and Low Adaptive Complexity
SubmodularStreaminginAllItsGlory:TightApproximation,MinimumMemoryandLowAdaptiveComplexityEhsanKazemi1MarkoMitrovic1MortezaZadimoghaddam2SilvioLattanzi2AminKarbasi1Abstractnon-negativesetfunctionf:2...
Submodular in Tight All its
2023-11-13 14:48:419321.99 MB17
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Tight Regret Bounds for Bayesian Optimization in One Dimension
TightRegretBoundsforBayesianOptimizationinOneDimensionJonathanScarlett1Abstract2010),whoconsiderthecumulativeregret:WeconsidertheproblemofBayesianoptimiza-Ttion(BO)inonedimension,underaGaussianproc...
for Optimization Bayesian in Regret
2023-11-13 12:00:52516626.12 KB6
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Lyapunov Functions for First-Order Methods Tight Automated Convergence Guarantees
LyapunovFunctionsforFirst-OrderMethods:TightAutomatedConvergenceGuaranteesAdrienTaylor1BryanVanScoy2LaurentLessard23Abstractmethod,withanenergyofzerocorrespondingtoreachingtheoptimalsolutionof(P).T...
for Methods Automated Functions Tight
2023-11-13 12:00:061812329.16 KB13
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Tight Bounds for Approximate Carathéodory and Beyond
TightBoundsforApproximateCarathéodoryandBeyondVahabMirrokni1RenatoPaesLeme1AdrianVladu2SamChiu-waiWong3Abstractversionstatesthatifoneiswillingtotolerateanerrorof✏in`norm,OD2p/✏2verticessufﬁceto...
for and Approximate bounds Tight
2023-11-12 20:45:241965755.03 KB26
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