"Field"的相关文档

Tilting the playing Field Dynamical loss functions for machine learning
Tiltingtheplayingﬁeld:DynamicallossfunctionsformachinelearningMiguelRuiz-Garcia12GeZhang1SamuelS.Schoenholz3AndreaJ.Liu1Abstracttionscale(Glorot&Bengio,2010;Xiaoetal.,2018)orlearningrateschedule(H...
the Functions Loss Dynamical Field
2023-11-16 19:42:0811171.23 MB21
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Signatured Deep Fictitious Play for Mean Field Games with Common Noise
SignaturedDeepFictitiousPlayforMeanFieldGameswithCommonNoiseMingMin1RuimengHu12Abstractrealisticmodels,theproblemusuallylackstractabilityandneedsnumericalmethods.WithalargenumberofplayersExistingde...
for Deep Mean Field Fictitious
2023-11-16 19:41:4813046.7 MB4
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A Mean Field Analysis Of Deep ResNet And Beyond Towards Provably Optimization Via Overparameterization From Depth
AMean-ﬁeldAnalysisofDeepResNetandBeyond:TowardsProvableOptimizationViaOverparameterizationFromDepthYipingLu1ChaoMa2YulongLu3JianfengLu3LexingYing4Abstract1.IntroductionTrainingdeepneuralnetworkswi...
of and Analysis Deep Mean
2023-11-14 21:42:521780397.05 KB1
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Mean Field Multi-Agent Reinforcement Learning
MeanFieldMulti-AgentReinforcementLearningYaodongYang1RuiLuo1MinneLi1MingZhou2WeinanZhang2JunWang1AbstractInstead,accountingfortheextrainformationfromconjec-turingthepoliciesofotheragentsisbeneﬁcia...
Learning Reinforcement Multi-Agent Mean Field
2023-11-13 12:00:0816943.38 MB12
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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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