"Theory"的相关文档

Machine Theory of Mind
MachineTheoryofMindNeilC.Rabinowitz1FrankPerbet1H.FrancisSong1ChiyuanZhang2MatthewBotvinick1Abstractofothers,suchastheirdesiresandbeliefs.ThisabilityistypicallydescribedasourTheoryofMind(PremackThe...
of Machine Theory Mind
2023-11-13 12:00:079975.59 MB20
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Dynamical Isometry and a Mean Field Theory of RNNs Gating Enables Signal Propagation in Recurrent Neural Networks
DynamicalIsometryandaMeanFieldTheoryofRNNs:GatingEnablesSignalPropagationinRecurrentNeuralNetworksMinminChen1JeffreyPennington2SamuelS.Schoenholz2Abstracttion(Gravesetal.,2013)andrecommendationsyst...
of and Theory Mean Isometry
2023-11-13 11:59:3012231.54 MB23
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Dynamical Isometry and a Mean Field Theory of CNNs How to Train 10,000-Layer Vanilla Convolutional Neural Networks
DynamicalIsometryandaMeanFieldTheoryofCNNs:HowtoTrain10,000-LayerVanillaConvolutionalNeuralNetworksLechaoXiao12YasamanBahri12JaschaSohl-Dickstein1SamuelS.Schoenholz1JeffreyPennington1AbstractFigure...
of and Theory Mean Isometry
2023-11-13 11:59:307991.17 MB12
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Dissipativity Theory for Accelerating Stochastic Variance Reduction A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
DissipativityTheoryforAcceleratingStochasticVarianceReduction:AUniﬁedAnalysisofSVRGandKatyushaUsingSemideﬁniteProgramsBinHu1StephenWright1LaurentLessard1AbstractMonro,1951;Bottou&LeCun,2003).Rece...
for Stochastic Variance Reduction Dissipativity
2023-11-13 11:59:29766266.06 KB22
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Curriculum Learning by Transfer Learning Theory and Experiments with Deep Networks
CurriculumLearningbyTransferLearning:TheoryandExperimentswithDeepNetworksDaphnaWeinshall1GadCohen1DanAmir1Abstractforcementlearning(e.g.Gravesetal.,2017).Althoughitremainedforthemostpartinthefringe...
Learning and by Curriculum Transfer
2023-11-13 11:59:211532513.52 KB10
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A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates
ARicherTheoryofConvexConstrainedOptimizationwithReducedProjectionsandImprovedRatesTianbaoYang1QihangLin1LijunZhang2Abstract1.IntroductionThispaperfocusesonconvexconstrainedopti-Inthispaper,weaimats...
of Optimization with Constrained Convex
2023-11-12 20:45:33798331.18 KB4
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Dissipativity Theory for Nesterov’s Accelerated Method
DissipativityTheoryforNesterov’sAcceleratedMethodBinHu1LaurentLessard1Abstracttories.OnceaLyapunovfunctionisfound,onecanrelatetherateofdecreaseofthisinternalenergytotherateofInthispaper,weadaptthe...
for Accelerated Dissipativity Theory Nesterov
2023-11-12 20:44:151026235.22 KB1
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