"Stochastic"的相关文档 - 文库宝

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标签“Stochastic”的相关文档，共142条

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 interpretable continuous-time models of latent Stochastic dynamical systems
Learninginterpretablecontinuous-timemodelsoflatentStochasticdynamicalsystemsLeaDuncker1Gergo˝Bohner1JulienBoussard2ManeeshSahani1Abstractaccuratelymodelledusingadiscretetimegrid.Wedevelopanapproac...
Learning of Models Stochastic Latent
2023-11-13 14:47:3918811.65 MB1
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Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data
FeatureGroupingasaStochasticRegularizerforHigh-DimensionalStructuredDataSergu¨lAydo¨re1BertrandThirion2Gae¨lVaroquaux2Abstract1.Largefeaturedimension:Neuroimagingdataareveryhigh-dimensional,duet...
for Feature Stochastic High-dimensional as
2023-11-13 14:47:1116621.82 MB13
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Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization
FasterStochasticAlternatingDirectionMethodofMultipliersforNonconvexOptimizationFeihuHuang1SongcanChen23HengHuang14Abstract1.IntroductionInthispaper,weproposeafasterStochasticalter-Alternatingdirect...
of Stochastic Method Faster Alternating
2023-11-13 14:47:1114061.99 MB29
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Estimate Sequences for Variance-Reduced Stochastic Composite Optimization
EstimateSequencesforVariance-ReducedStochasticCompositeOptimizationAndreiKulunchakov1JulienMairal1AbstractWhiletheﬁnite-sumsettingisaparticularcaseofexpecta-tion,thedeterministicnatureoftheresulti...
for Optimization Stochastic Variance-Reduced Composite
2023-11-13 14:47:041497422.05 KB13
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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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Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication
DecentralizedStochasticOptimizationandGossipAlgorithmswithCompressedCommunicationAnastasiaKoloskova1SebastianU.Stich1MartinJaggi1Abstracttionwithneighboringdevices.Thiscoversforinstancetheclassicse...
Optimization and Algorithms with Stochastic
2023-11-13 14:46:4913213.16 MB29
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Data Poisoning Attacks on Stochastic Bandits
DataPoisoningAttacksonStochasticBanditsFangLiu1NessShroff12Abstractismotivatedbymodernindustrialscaleapplicationsofma-chinelearningsystems,wheredatacollectionandpolicyStochasticmulti-armedbanditsfo...
on Stochastic Data Bandits Attacks
2023-11-13 14:46:48676580.42 KB22
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Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator
ConditionalGradientMethodsviaStochasticPath-IntegratedDifferentialEstimatorAlpYurtsever1SuvritSra2VolkanCevher1AbstractarelatedworkbyHazan&Luo(2016)),constraineddeeplearningproblems(e.g.,Ravietal.(...
Gradient Methods Stochastic via Conditional
2023-11-13 14:46:431394271.86 KB27
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Beating Stochastic and Adversarial Semi-bandits Optimally and Simultaneously
BeatingStochasticandAdversarialSemi-banditsOptimallyandSimultaneouslyJulianZimmert1HaipengLuo2Chen-YuWei2Abstracttrary,theminimaxoptimalregretisoforderO(√T)(Aueretal.,2002).Wedeveloptheﬁrstgenera...
Adversarial and Stochastic optimally Semi-Bandits
2023-11-13 14:46:301644438.98 KB22
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Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
AdaptiveStochasticNaturalGradientMethodforOne-ShotNeuralArchitectureSearchYouheiAkimoto1ShinichiShirakawa2NozomuYoshinari2KentoUchida2ShotaSaito23KouheiNishida4AbstractWorkpublishedbefore2017oftenf...
Adaptive for Gradient Stochastic Natural
2023-11-13 14:46:201465575.82 KB1
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Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances
AcceleratedLinearConvergenceofStochasticMomentumMethodsinWassersteinDistancesBugraCan1MertGurbuzbalaban1LingjiongZhu2Abstractsupervisedlearningincludelinearandnon-linearregressionproblems,supportve...
of Methods Convergence Stochastic Accelerated
2023-11-13 14:46:16947313.05 KB26
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A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks
ATail-IndexAnalysisofStochasticGradientNoiseinDeepNeuralNetworksUmutS¸ims¸ekli1LeventSagun2MertGu¨rbu¨zbalaban3Abstractmanyapplicationdomains(LeCunetal.,2015;Krizhevskyetal.,2012;Hintonetal.,20...
of Gradient Analysis Stochastic in
2023-11-13 14:46:156231.69 MB19
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Zeno Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance
Zeno:DistributedStochasticGradientDescentwithSuspicion-basedFault-toleranceCongXie1OluwasanmiKoyejo1IndranilGupta1Abstractvarianceandmagnitude,makingthemhardtodistinguish.Itisalsopossiblethatindiff...
Distributed with Gradient Descent Stochastic
2023-11-13 14:46:091100442.55 KB23
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Towards More Efficient Stochastic Decentralized Learning Faster Convergence and Sparse Communication
TowardsMoreEfﬁcientStochasticDecentralizedLearning:FasterConvergenceandSparseCommunicationZebangShen12AryanMokhtari3TengfeiZhou1PeilinZhao4HuiQian1Abstractvariableofnoden,theproblemofinterestisRec...
Learning Efficient Stochastic Decentralized Faster
2023-11-13 12:00:541262548.94 KB25
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Stochastic Wasserstein Barycenters
StochasticWassersteinBarycentersSebastianClaici1EdwardChien1JustinSolomon1AbstractsumofsquaredWassersteindistancestotheinputdistribu-WepresentaStochasticalgorithmtocomputethetions(Agueh&Carlier,201...
Stochastic Wasserstein Barycenters
2023-11-13 12:00:4618251.06 MB15
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Stochastic Variance-Reduced Hamilton Monte Carlo Methods
StochasticVariance-ReducedHamiltonMonteCarloMethodsDifanZou1PanXu1QuanquanGu1Abstractconvergestoitsstationarydistribution,a.k.a.,theGibbsmeasure⇡/exp(f(x)).Notethat⇡issmoothandWeproposeafaststoch...
Methods Stochastic Monte Carlo Variance-Reduced
2023-11-13 12:00:4616831.28 MB9
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Stochastic Variance-Reduced Policy Gradient
StochasticVariance-ReducedPolicyGradientMatteoPapini1DamianoBinaghi1GiuseppeCanonaco1MatteoPirotta2MarcelloRestelli1Abstractavaluefunction,ordirectlyapolicydeﬁningtheagent’sbehaviour.Furthermore,...
Gradient Stochastic Policy Variance-Reduced
2023-11-13 12:00:461337513.95 KB12
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Stochastic Video Generation with a Learned Prior
StochasticVideoGenerationwithaLearnedPriorEmilyDenton1RobFergus12AbstractdependentStochasticlatentvariables.Weproposetwovari-antsofourmodel:onewithaﬁxedprioroverthelatentGeneratingvideoframesthata...
Generation with Stochastic Learned Prior
2023-11-13 12:00:4510415.34 MB2
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Stochastic Training of Graph Convolutional Networks with Variance Reduction
StochasticTrainingofGraphConvolutionalNetworkswithVarianceReductionJianfeiChen1JunZhu1LeSong23Abstractdonotusethegraphstructure,andgraphembeddingap-proaches(Perozzietal.,2014;Tangetal.,2015;Grover&...
of Networks with Graph Stochastic
2023-11-13 12:00:4514157.62 MB1
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