"Gradient"的相关文档 - 文库宝

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标签“Gradient”的相关文档，共136条

The Variational Predictive Natural Gradient
TheVariationalPredictiveNaturalGradientDaTang1RajeshRanganath2Abstractfamily.Thevariationalfamilyplusthemodeltogetherde-ﬁnethevariationalobjective.ThevariationalobjectivecanVariationalinferencetra...
Variational Gradient the Natural Predictive
2023-11-13 14:48:4716622.38 MB28
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The Anisotropic Noise in Stochastic Gradient Descent Its Behavior of Escaping from Sharp Minima and Regularization Effects
TheAnisotropicNoiseinStochasticGradientDescent:ItsBehaviorofEscapingfromSharpMinimaandRegularizationEffectsZhanxingZhu123JingfengWu1BingYu1LeiWu1JinwenMa1Abstract90Understandingthebehaviorofstochas...
Gradient Descent Stochastic the in
2023-11-13 14:48:4412286.72 MB6
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Stochastic Gradient Push for Distributed Deep Learning
StochasticGradientPushforDistributedDeepLearningMahmoudAssran12NicolasLoizou13NicolasBallas1MikeRabbat1Abstracttributedtrainingofdeepnetworks(Goyaletal.,2017;Lietal.,2014).Workernodescomputelocalmi...
Learning for Distributed Gradient Deep
2023-11-13 14:48:391038509.4 KB28
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Simple Stochastic Gradient Methods for Non-Smooth Non-Convex Regularized Optimization
SimpleStochasticGradientMethodsforNon-SmoothNon-ConvexRegularizedOptimizationMichaelR.Metel1AkikoTakeda12Abstractwherefj(w)=F(w,ξj)andhasaLipschitzcontinuousGradient.Ourworkfocusesonstochasticgrad...
for Non-Smooth Gradient Methods Stochastic
2023-11-13 14:48:331862337.63 KB27
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Semi-Cyclic Stochastic Gradient Descent
Semi-CyclicStochasticGradientDescentHubertEichner1TomerKoren1H.BrendanMcMahan1NathanSrebro2KunalTalwar1AbstractSGD,typicallyafewhundreddevicesarechosenrandomlybytheservertoparticipate;critically,ho...
Gradient Descent Stochastic Semi-Cyclic
2023-11-13 14:48:31992334.08 KB20
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Riemannian adaptive stochastic Gradient algorithms on matrix manifolds
RiemannianadaptivestochasticGradientalgorithmsonmatrixmanifoldsHiroyukiKasai1PratikJawanpuria2BamdevMishra2AbstractADAM(Kingma&Ba,2015),arguablythemostpopularadaptiveGradientmethod,additionallyempl...
Adaptive Matrix Algorithms Gradient on
2023-11-13 14:48:2514621.7 MB17
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Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization
QuantileSteinVariationalGradientDescentforBatchBayesianOptimizationChengyueGong1JianPeng2QiangLiu1AbstractorexpensiveobjectivefunctionasarandomvariableandleverageBayesianinference,typicallywithaGau...
for Variational Gradient Descent Batch
2023-11-13 14:48:201161569.32 KB7
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Overparameterized Nonlinear Learning Gradient Descent Takes the Shortest Path
OverparameterizedNonlinearLearning:GradientDescentTakestheShortestPath?SametOymak1MahdiSoltanolkotabi2Abstractparameterizedbyθ∈Rptoatrainingdatasetofninput-Manymodernlearningtasksinvolveﬁttingno...
Learning Gradient Descent the Nonlinear
2023-11-13 14:48:1216401.15 MB6
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Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models
NonlinearSteinVariationalGradientDescentforLearningDiversiﬁedMixtureModelsDilinWang1QiangLiu1Abstractwhere✓icanbethecomponentparametersinmixturemod-elsoradditivemodels,ortheposteriorsamplesinBaye...
Learning for Variational Gradient Descent
2023-11-13 14:48:005202.3 MB27
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Nonlinear Distributional Gradient Temporal-Difference Learning
NonlinearDistributionalGradientTemporal-DifferenceLearningChaoQu1ShieMannor2HuanXu34Abstractintermediatesteptogenerategoodcontrolpolicy(Gelly&Silver,2008;Tesauro,1992).ThevaluefunctionisknownWedevi...
Learning Gradient Nonlinear Distributional Temporal-Difference
2023-11-13 14:47:5910201.36 MB27
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Neuron birth-death dynamics accelerates Gradient descent and converges asymptotically
Globalconvergenceofneuronbirth-deathdynamicsGrantM.Rotskoff1SamyJelassi23JoanBruna12EricVanden-Eijnden1AbstractticGradientdescentconvergeasymptoticallytothetargetfunctioninthelargedatalimit.Neuraln...
and Gradient Descent Accelerates Birth-Death
2023-11-13 14:47:591569596.56 KB6
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Model Function Based Conditional Gradient Method with Armijo-like Line Search
ModelBasedConditionalGradientMethodwithArmijo-likeLineSearchYuraMalitsky1PeterOchs2AbstractlargestsingularvalueoftheGradientthatdeﬁnesthelinearfunction.Incontrast,relatedproximalminimizationalgo-T...
with Gradient Model Conditional Based
2023-11-13 14:47:521661349.18 KB28
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Learning-to-Learn Stochastic Gradient Descent with Biased Regularization
Learning-to-LearnStochasticGradientDescentwithBiasedRegularizationGiuliaDenevi12CarloCiliberto34RiccardoGrazzi14MassimilianoPontil14Abstracttasksfromaprescribedfamily.Tohighlightthedifferencebetwee...
with Gradient Descent Stochastic Regularization
2023-11-13 14:47:441113758.55 KB13
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Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
LearningaCompressedSensingMeasurementMatrixviaGradientUnrollingShanshanWu1AlexandrosG.Dimakis1SujaySanghavi1FelixX.Yu2DanielHoltmann-Rice2DmitryStorcheus2AfshinRostamizadeh2SanjivKumar2AbstractIfd>...
Learning Matrix Gradient via Compressed
2023-11-13 14:47:361229535.77 KB21
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Hessian Aided Policy Gradient
HessianAidedPolicyGradientZebangShen1HamedHassani2ChaoMi1HuiQian1AlejandroRibeiro2AbstractBartlett,2001).Suchmethodsdirectlyﬁndtheoptimalpol-icythroughtheuseofstochasticﬁrst-orderdifferentialsofR...
Gradient Policy Hessian Aided
2023-11-13 14:47:2419992.53 MB11
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Gradient Descent Finds Global Minima of Deep Neural Networks
GradientDescentFindsGlobalMinimaofDeepNeuralNetworksSimonS.Du1JasonD.Lee2HaochuanLi34LiweiWang54XiyuZhai6AbstractThesecondmysteriousphenomenonintrainingdeepneuralnetworksis“deepernetworksareharder...
of Gradient Descent Deep Global
2023-11-13 14:47:201830409.38 KB29
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Error Feedback Fixes SignSGD and other Gradient Compression Schemes
ErrorFeedbackFixesSignSGDandotherGradientCompressionSchemesSaiPraneethKarimireddy1QuentinRebjock1SebastianU.Stich1MartinJaggi1AbstractAlgorithm1EF-SIGNSGD(SIGNSGDwithError-Feedb.)Sign-basedalgorith...
and Gradient Feedback Error signSGD
2023-11-13 14:47:0515901.56 MB17
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Escaping Saddle Points with Adaptive Gradient Methods
EscapingSaddlePointswithAdaptiveGradientMethodsMatthewStaib12SashankReddi3SatyenKale3SanjivKumar3SuvritSra1AbstractAdagradupdatestheparametersinthefollowingmanner:AdaptivemethodssuchasAdamandRMSPro...
Adaptive with Gradient Methods Saddle
2023-11-13 14:47:041046621.37 KB14
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Efficient Dictionary Learning with Gradient Descent
EfﬁcientDictionaryLearningwithGradientDescentDarGilboa12SamBuchanan32JohnWright32Abstractthesemaybehighlysuboptimal,sincenonconvexoptimiza-tionisingeneralanNP-hardprobem(Bertsekas,1999).Randomlyin...
Learning Efficient with Gradient Descent
2023-11-13 14:47:005891.32 MB2
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DoubleSqueeze Parallel Stochastic Gradient Descent with Double-pass Error-Compensated Compression
DOUBLESQUEEZE:ParallelStochasticGradientDescentwithDouble-passError-CompensatedCompressionHanlinTang1XiangruLian1ChenYu1TongZhang2JiLiu31Abstract1.IntroductionAstandardapproachinlargescalemachinele...
with Gradient Descent Stochastic Parallel
2023-11-13 14:46:588192.54 MB7
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