"Gradient"的相关文档

标签“Gradient”的相关文档，共136条

Stochastic Gradient MCMC Methods for Hidden Markov Models
StochasticGradientMCMCMethodsforHiddenMarkovModelsYi-AnMa1NicholasJ.Foti1EmilyB.Fox1Abstractdistributioninthepresenceofsuchnoise.Signiﬁcanthead-wayhasbeenmadeindevelopingsuchcorrectSG-MCMCStochast...
for Gradient Hidden Markov Methods
2023-11-12 20:45:2011042.37 MB9
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Relative Fisher Information and Natural Gradient for Learning Large Modular Models
RelativeFisherInformationandNaturalGradientforLearningLargeModularModelsKeSun1FrankNielsen23AbstractTheFIMisnotinvariantanddependsontheparameteri-zation.WecanoptionallywriteI(Θ)asIΘ(Θ)toem-Fishe...
for and Gradient Natural Information
2023-11-12 20:45:0714061.3 MB5
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Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations
ProvableAlternatingGradientDescentforNon-negativeMatrixFactorizationwithStrongCorrelationsYuanzhiLi1YingyuLiang1AbstractBydoingso,onecanavoidcancellationofdifferentfea-turesandimproveinterpretabili...
for Matrix Gradient Descent Provable
2023-11-12 20:45:041885433.6 KB1
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Learning to Learn without Gradient Descent by Gradient Descent
LearningtoLearnwithoutGradientDescentbyGradientDescentYutianChen1MatthewW.Hoffman1SergioGo´mezColmenarejo1MishaDenil1TimothyP.Lillicrap1MattBotvinick1NandodeFreitas1Abstractdientdescent,evolutiona...
Learning Gradient by Descent without
2023-11-12 20:44:451503750.48 KB26
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Learning Gradient Descent Better Generalization and Longer Horizons
LearningGradientDescent:BetterGeneralizationandLongerHorizonsKaifengLv1ShunhuaJiang1JianLi1Abstract1.1.ExistingWorkTrainingdeepneuralnetworksisahighlynon-Toaddresstheaboveissue,apromisingapproachis...
Learning and Gradient Descent generalization
2023-11-12 20:44:4014311.73 MB14
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Lazifying Conditional Gradient Algorithms
LazifyingConditionalGradientAlgorithmsGa´borBraun1SebastianPokutta1DanielZink1AbstractAlgorithm1Frank-WolfeAlgorithm(Frank&Wolfe,ConditionalGradientalgorithms(alsooftencalled1956)Frank-Wolfealgori...
Algorithms Gradient Conditional Lazifying
2023-11-12 20:44:3812171.51 MB19
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High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm
High-DimensionalVariance-ReducedStochasticGradientExpectation-MaximizationAlgorithmRongdaZhu1LingxiaoWang2ChengxiangZhai3QuanquanGu2Abstractstudies(Balakrishnanetal.,2014;Wangetal.,2014;Yi&Caramani...
Gradient Algorithm Stochastic High-dimensional Variance-Reduced
2023-11-12 20:44:301433460.12 KB3
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Gradient Coding Avoiding Stragglers in Distributed Learning
GradientCoding:AvoidingStragglersinDistributedLearningRashishTandon1QiLei2AlexandrosG.Dimakis3NikosKarampatziakis4AbstractW1W2W3WeproposeanovelcodingtheoreticframeworkD1D2D3formitigatingstragglersi...
Learning Distributed Gradient in Avoiding
2023-11-12 20:44:2817083.11 MB27
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Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
GradientProjectionIterativeSketchforLarge-ScaleConstrainedLeast-SquaresJunqiTang1MohammadGolbabaee1MikeE.Davies1Abstractgorithms,theﬁrststreamisthestochasticGradientde-scent(SGD)anditsvariance-red...
for Gradient Constrained Iterative Projection
2023-11-12 20:44:28987369.65 KB4
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Gradient Boosted Decision Trees for High Dimensional Sparse Output
GradientBoostedDecisionTreesforHighDimensionalSparseOutputSiSi1HuanZhang2S.SathiyaKeerthi3DhruvMahajan4InderjitS.Dhillon5Cho-JuiHsieh2Abstractmulti-labellearningandmulti-classclassiﬁcationbelongto...
for Gradient High Boosted Trees
2023-11-12 20:44:271460648.54 KB18
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Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs
GloballyOptimalGradientDescentforaConvNetwithGaussianInputsAlonBrutzkus1AmirGloberson1Abstractcentattemptstobridgethisgapbetweentheoryandprac-tice.SeveralworksfocusonthegeometricpropertiesofDeeplea...
for with Gradient Descent Optimal
2023-11-12 20:44:27875744.07 KB7
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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
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Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization
ConvergenceAnalysisofProximalGradientwithMomentumforNonconvexOptimizationQunweiLi1YiZhou1YingbinLiang1PramodK.Varshney1AbstractAlgorithm1APGInthiswork,weinvestigatetheacceleratedprox-Input:y1=x1=x0...
of with Gradient Analysis Convergence
2023-11-12 20:44:041357314.05 KB7
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Conditional Accelerated Lazy Stochastic Gradient Descent
ConditionalAcceleratedLazyStochasticGradientDescentGuanghuiLan1SebastianPokutta1YiZhou1DanielZink1AbstractComparedtomostotherﬁrst-ordermethods,suchase.g.,Gradientdescentalgorithmsandacceleratedgra...
Gradient Descent Stochastic Conditional Accelerated
2023-11-12 20:44:0217232.74 MB12
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Asynchronous Stochastic Gradient Descent with Delay Compensation
AsynchronousStochasticGradientDescentwithDelayCompensationShuxinZheng1QiMeng2TaifengWang3WeiChen3NenghaiYu2Zhi-MingMa4Tie-YanLiu3Abstract(Zhangetal.,2015;Chen&Huo,2016;Chenetal.,2016).Withthefastde...
with Gradient Descent Asynchronous Stochastic
2023-11-12 20:43:531458371.26 KB23
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An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis
AnAnalyticalFormulaofPopulationGradientfortwo-layeredReLUnetworkanditsApplicationsinConvergenceandCriticalPointAnalysisYuandongTian1AbstractandwhysimplemethodslikeGradientdescentcansolvethecomplica...
of and An Analytical Formula
2023-11-12 20:43:50523771.14 KB12
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