"Benefit"的相关文档

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 Strict Generalisation Benefit for Equivariant Models
ProvablyStrictGeneralisationBeneﬁtforEquivariantModelsBrynElesedy1SheheryarZaidi2AbstractasSokolicetal.(2017);Sannai&Imaizumi(2019),coveronlytheworstcaseperformanceofalgorithms.TheseworksItiswidel...
for Models Provably Equivariant Generalisation
2023-11-16 19:28:3411851.99 MB19
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On the Generalization Benefit of Noise in Stochastic Gradient Descent
OntheGeneralizationBeneﬁtofNoiseinStochasticGradientDescentSamuelL.Smith1ErichElsen1SohamDe1Abstractbatches,orbecauseauthorsoftencomparedifferentbatchsizesunderaconstantepochbudget(suchthatsmallba...
of on the in generalization
2023-11-14 21:45:32614980.67 KB1
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