"Uniform"的相关文档

Uniform Convergence, Adversarial Spheres and a Simple Remedy
UniformConvergence,AdversarialSpheresandaSimpleRemedyGregorBachmann1Seyed-MohsenMoosavi-Dezfooli1ThomasHofmann1AbstractofUniformconvergenceasatooltoboundthecapacityofthemodel(Aroraetal.,2018;Bartle...
Adversarial and Convergence simple Uniform
2023-11-16 19:42:1917224.33 MB2
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Exact Gap between Generalization Error and Uniform Convergence in Random Feature Models
ExactGapbetweenGeneralizationErrorandUniformConvergenceinRandomFeatureModelsZitongYang1YuBai2SongMei3AbstractBoundsonUniformconvergenceusuallytaketheformofcomplexity/n(Vapnik,1995),wherethenumerato...
gap and generalization Exact Uniform
2023-11-16 18:38:031197612.65 KB8
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Uniform Convergence of Rank-weighted Learning
UniformConvergenceofRank-weightedLearningJustinKhim1LiuLeqi1AdarshPrasad1PradeepRavikumar1Abstractlearning,wherepercentilebasedriskmeasureshavebeenusedtoquantifythetail-riskofmodels.ArecentlineofTh...
Learning of Convergence Uniform Rank-weighted
2023-11-14 21:46:551643935.33 KB11
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Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension
UniformConvergenceRateoftheKernelDensityEstimatorAdaptivetoIntrinsicVolumeDimensionJisuKim1JaehyeokShin2AlessandroRinaldo2LarryWasserman2Abstractciallyinrecentyears,hasalsobecomeakeystepinmanygeome...
of Kernel Convergence the Density
2023-11-13 14:48:541124309.08 KB29
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Uniform Deviation Bounds for k-Means Clustering
UniformDeviationBoundsfork-MeansClusteringOlivierBachem1MarioLucic1S.HamedHassani1AndreasKrause1AbstractRelatedwork.TraditionalVapnik-ChervonenkistheoryprovidestoolstoobtainUniformdeviationboundsfo...
for Clustering k-Means bounds Uniform
2023-11-12 20:45:271241555.15 KB7
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Uniform Convergence Rates for Kernel Density Estimation
UniformConvergenceRatesforKernelDensityEstimationHeinrichJiang1Abstractboundedaswellasdecayassumptionsonthekernelfunc-tions.Moreover,theseboundsholdUniformlyoverRdandKerneldensityestimation(KDE)isa...
for Kernel Convergence Density Estimation
2023-11-12 20:45:271798323.21 KB9
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