"Variance"的相关文档

Dissecting Adam The Sign, Magnitude and Variance of Stochastic Gradients
DissectingAdam:TheSign,MagnitudeandVarianceofStochasticGradientsLukasBalles1PhilippHennig1AbstractwhichisarandomvariablewithE[g(θ)]=∇L(θ).Animportantquantityforthispaperwillbethe(element-wise)Th...
and the Variance Dissecting Adam
2023-11-13 11:59:29603542.47 KB26
下载文档
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery
AUniﬁedVarianceReduction-BasedFrameworkforNonconvexLow-RankMatrixRecoveryLingxiaoWang1XiaoZhang1QuanquanGu1Abstractlaxationbasedoptimization(Srebroetal.,2004;Cande`s&Tao,2010;Rohdeetal.,2011;Recht...
for Low-Rank Variance Nonconvex Framework
2023-11-12 20:45:35585685.08 KB14
下载文档
Stochastic Variance Reduction Methods for Policy Evaluation
StochasticVarianceReductionMethodsforPolicyEvaluationSimonS.Du1JianshuChen2LihongLi2LinXiao2DengyongZhou2Abstractimportantinformationfortheagenttooptimizeitspolicy.Forexample,policy-iterationalgori...
for Methods Stochastic Variance Reduction
2023-11-12 20:45:2115731.34 MB22
下载文档
Evaluating the Variance of Likelihood-Ratio Gradient Estimators
EvaluatingtheVarianceofLikelihood-RatioGradientEstimatorsSeiyaTokui12IsseiSato32AbstractforeVariancereductioniscrucialforpracticallearning.However,fewthingsareknownaboutitstheoreticalas-Thelikeliho...
of Gradient the Variance Evaluating
2023-11-12 20:44:21978647.65 KB8
下载文档
Averaged-DQN Variance Reduction and Stabilization for Deep Reinforcement Learning
Averaged-DQN:VarianceReductionandStabilizationforDeepReinforcementLearningOronAnschel1NirBaram1NahumShimkin1Abstractforproblem-speciﬁcstaterepresentation.Theseproblem-speciﬁcfeaturesdiminishtheag...
for and Deep Averaged-DQN Variance
2023-11-12 20:43:551976482.04 KB14
下载文档

首页上页 1 2 下页尾页

Dissecting Adam The Sign, Magnitude and Variance of Stochastic Gradients

A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery

Stochastic Variance Reduction Methods for Policy Evaluation

Evaluating the Variance of Likelihood-Ratio Gradient Estimators

Averaged-DQN Variance Reduction and Stabilization for Deep Reinforcement Learning