"Properties"的相关文档

Scaling Properties of Deep Residual Networks
ScalingPropertiesofDeepResidualNetworksAlain–SamCohen1RamaCont2AlainRossier21RenyuanXu2Abstractwhereh(kL)isthehiddenstateatlayerk=0,...,L,h(0L)=x∈Rdtheinput,h(LL)∈Rdtheoutput,σ:R→Risanon-Resid...
of Networks Deep Scaling Properties
2023-11-16 19:41:421301834.44 KB26
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Bayesian Algorithm Execution Estimating Computable Properties of Black-box Functions Using Mutual Information
BayesianAlgorithmExecution:EstimatingComputablePropertiesofBlack-boxFunctionsUsingMutualInformationWillieNeiswanger1KeAlexanderWang1StefanoErmon1AbstracttackledbyBayesianoptimizationmethods(Shahria...
of Algorithm Bayesian Execution Estimating
2023-11-16 18:07:426161.55 MB3
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Unique Properties of Wide Minima in Deep Networks
UniquePropertiesofFlatMinimainDeepNetworksRotemMulayoff1TomerMichaeli1Abstractmodels(Gunasekaretal.,2018b)anddeepnonlinearnet-workswithhomogeneousactivationfunctions(Lyu&Li,Itiswellknownthat(stocha...
of Deep in Minima Wide
2023-11-14 21:46:5512801.32 MB23
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On the Theoretical Properties of the Network Jackknife
OntheTheoreticalPropertiesoftheNetworkJackknifeQiaohuiLin1RobertLunde1PurnamritaSarkar1Abstractetal.,2017;Gonenetal.,2010;Kallaugheretal.,2019).However,comparativelylittleattentionhasbeenpaidtoWest...
of on the Network Theoretical
2023-11-14 21:45:351818616.47 KB4
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Local Convergence Properties of SAGA Prox-SVRG and Acceleration
LocalConvergencePropertiesofSAGA/Prox-SVRGandAccelerationClaricePoon1JingweiLiang1Carola-BibianeScho¨nlieb1Abstractcientlyoutputsolutionswhichtakeacertainstructure;seeforinstance(Liangetal.,2017)f...
of and Local Convergence Properties
2023-11-13 12:00:05808846.49 KB6
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Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
TheoreticalPropertiesforNeuralNetworkswithWeightMatricesofLowDisplacementRankLiangZhao1SiyuLiao1YanzhiWang2ZheLi2JianTang2BoYuan1AbstractFigure1.ExamplesofcommonlyusedLDR(structured)matri-ces,i.e.,...
Neural for Networks with Theoretical
2023-11-12 20:45:241387413.54 KB24
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