"Gradient"的相关文档 - 文库宝

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标签“Gradient”的相关文档，共136条

Improving Gradient Regularization using Complex-Valued Neural Networks
ImprovingGradientRegularizationusingComplex-ValuedNeuralNetworksEricYeats1YiranChen1HaiLi1Abstractandthattheseinputsaredifﬁculttodistinguishfromnor-malinputs.SubsequentinvestigationbyGoodfelloweta...
Neural Using Networks Gradient Improving
2023-11-16 18:47:0212782.43 MB27
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Gradient Disaggregation Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix
GradientDisaggregation:BreakingPrivacyinFederatedLearningbyReconstructingtheUserParticipantMatrixMaximilianLam1Gu-YeonWei1DavidBrooks1VijayJanapaReddi1MichaelMitzenmacher1Abstractorwearables,andmai...
Learning Gradient in Breaking Privacy
2023-11-16 18:46:496134.95 MB3
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GRAD-MATCH Gradient Matching based Data Subset Selection for Efficient Deep Model Training
GRAD-MATCH:GradientMatchingbasedDataSubsetSelectionforEfﬁcientDeepModelTrainingKrishnatejaKillamsetty1DurgaSivasubramanian2GaneshRamakrishnan2AbirDe2RishabhIyer1Abstractlossintestaccuracy?Thegreat...
Selection Matching Gradient Data Based
2023-11-16 18:46:491040897.19 KB3
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Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control Game in Continuous Time
GlobalConvergenceofPolicyGradientforLinear-QuadraticMean-FieldControl/GameinContinuousTimeWeichenWang1JiequnHan2ZhuoranYang3ZhaoranWang4Abstractmorerealisticreal-worldproblems,suchasroboticcontrol(...
of for Gradient Convergence Policy
2023-11-16 18:46:471960361.89 KB1
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Generalized Doubly Reparameterized Gradient Estimators
GeneralizedDoubly-ReparameterizedGradientEstimatorsMatthiasBauer1AndriyMnih1Abstractusuallypreferunbiasedestimatorsastheytendtobebetter-behavedandarebetterunderstood.LowervarianceisalsoEfﬁcientlow...
Gradient Doubly Estimators Generalized Reparameterized
2023-11-16 18:46:44834627.26 KB9
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GBHT Gradient Boosting Histogram Transform for Density Estimation
GBHT:GradientBoostingHistogramTransformforDensityEstimationJingyiCui1HanyuanHang2YisenWang1ZhouchenLin13Abstractovertwodecades(Bühlmann&Yu,2003),boostingattractsmoreandmoreattentioninresearchesonm...
for Gradient Density Boosting Transform
2023-11-16 18:46:4313931.05 MB11
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Fast Stochastic Bregman Gradient Methods Sharp Analysis and Variance Reduction
FastStochasticBregmanGradientMethods:SharpAnalysisandVarianceReductionRadu-AlexandruDragomir12MathieuEven23HadrienHendrikx23Abstractgoalistorecoveranunknownsignalfromalargenumberofnoisyobservations...
Gradient Analysis Methods Stochastic Fast
2023-11-16 18:38:098681.39 MB8
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Decentralized Riemannian Gradient Descent on the Stiefel Manifold
DecentralizedRiemannianGradientDescentontheStiefelManifoldShixiangChen1AlfredoGarcia1MingyiHong2ShahinShahrampour1AbstractagentoptimizationproblemWeconsiderdistributednon-convexoptimization1nwherea...
Gradient Descent on the Decentralized
2023-11-16 18:30:585493.86 MB2
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Dataset Dynamics via Gradient Flows in Probability Space
DatasetDynamicsviaGradientFlowsinProbabilitySpaceDavidAlvarez-Melis1Nicolo`Fusi1Abstract2019),datasetpooling,orinstancemixing(Zhangetal.,2018).Ontheotherhand—andourprincipalmotivationinVariousmach...
Gradient via in Flows Probability
2023-11-16 18:30:5717055.05 MB4
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Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins
AgnosticLearningofHalfspaceswithGradientDescentviaSoftMarginsSpencerFrei1YuanCao2QuanquanGu2AbstractminimizethesurrogateriskWeanalyzethepropertiesofGradientdescentonF(w):=E(x,y)∼D(ywx).(1)convexsu...
Learning of with Gradient Descent
2023-11-16 18:00:281806371.17 KB17
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Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks
AccumulatedDecoupledLearningwithGradientStalenessMitigationforConvolutionalNeuralNetworksHuipingZhuang1ZhenyuWeng1FulinLuo1Kar-AnnToh2HaizhouLi3ZhipingLin1Abstractefﬁciency,thedecoupledlearning(Ja...
Learning with Gradient Decoupled Mitigation
2023-11-16 18:00:2116551.92 MB12
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Asynchronous Distributed Learning Adapting to Gradient Delays without Prior Knowledge
LearningUnderDelayedFeedback:ImplicitlyAdaptingtoGradientDelaysRotemZamirAviv1IdoHakimi2AssafSchuster2KﬁrY.Levy13Abstractceed.Suchmethodsareeasiertoanalyze,yettheirper-formancedependsontheslowestm...
Learning Adapting Distributed Gradient Asynchronous
2023-11-16 18:00:1814521.39 MB5
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ARMS Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables
ARMS:Antithetic-REINFORCE-Multi-SampleGradientforBinaryVariablesAlekDimitriev1MingyuanZhou1AbstractIfbisdiscrete,however,Tφisnotdifferentiable,andfisnotalwaysdifferentiable,e.g.,ifitcorrespondstot...
for Gradient Variables Binary Arms
2023-11-16 18:00:1719896.13 MB7
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A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization
AGradientBasedStrategyforHamiltonianMonteCarloHyperparameterOptimizationAndrewCampbell1WenlongChen2VincentStimper34Jose´MiguelHerna´ndez-Lobato3YichuanZhang5Abstractbehaviourandhighlycorrelatedsa...
for Gradient Based Monte Carlo
2023-11-16 17:52:039853.01 MB25
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A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
APolicyGradientAlgorithmforLearningtoLearninMultiagentReinforcementLearningDong-KiKim12MiaoLiu23MatthewRiemer23ChuangchuangSun12MarwaAbdulhai12GolnazHabibi12SebastianLopez-Cot12GeraldTesauro23Jonat...
Learning for Gradient Algorithm Policy
2023-11-16 17:51:5615291.16 MB21
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A Novel Sequential Coreset Method for Gradient Descent Algorithms
ANovelSequentialCoresetMethodforGradientDescentAlgorithmsJiaweiHuang1RuominHuang2WenjieLiu1NikolaosM.Freris1HuDing1AbstractoriginalsetP;thatis,wecanreplacePbyP˜whenrunningAwiderangeofoptimizationp...
for Gradient Descent Sequential Method
2023-11-16 17:51:56783512.74 KB24
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The Implicit Regularization of Stochastic Gradient Flow for Least Squares
TheImplicitRegularizationofStochasticGradientFlowforLeastSquaresAlnurAli1EdgarDobriban2RyanJ.Tibshirani3Abstractgeneratedbysequentialoptimizationalgorithmsmayserveascheapapproximationstothemoreexpe...
of Gradient Stochastic the Regularization
2023-11-14 21:46:431140543.5 KB13
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Stochastic Gradient and Langevin Processes
StochasticGradientandLangevinProcessesXiangCheng1DongYin1PeterBartlett1MichaelJordan1AbstractrestrictedtoisotropicGaussiannoise,whereasthenoiseinSGDcanbefarfromGaussian.Second,thenoisedependsWeprov...
and Gradient Stochastic Processes Langevin
2023-11-14 21:46:3218371.72 MB8
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Stochastic Hamiltonian Gradient Methods for Smooth Games
StochasticHamiltonianGradientMethodsforSmoothGamesNicolasLoizou1HugoBerard12AlexiaJolicoeur-Martineau1PascalVincent†12SimonLacoste-Julien†1IoannisMitliagkas†1Abstractforeveryx1∈Rd1andx2∈Rd2.We...
for Gradient Methods Stochastic Games
2023-11-14 21:46:3217011.97 MB12
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Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization
StatisticallyPreconditionedAcceleratedGradientMethodforDistributedOptimizationHadrienHendrikx1LinXiao2Se´bastienBubeck2FrancisBach1LaurentMassoulie´1Abstractleaveψmainlyfornon-smoothregularizati...
for Distributed Gradient Accelerated Method
2023-11-14 21:46:31666486.51 KB11
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