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标签“Gradient”的相关文档，共136条

Implicit Regularization in Nonconvex Statistical Estimation Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
ImplicitRegularizationinNonconvexStatisticalEstimation:GradientDescentConvergesLinearlyforPhaseRetrievalandMatrixCompletionCongMa1KaizhengWang1YuejieChi2YuxinChen3Abstract1.IntroductionRecentyearsh...
Gradient Statistical in Estimation Nonconvex
2023-11-13 11:59:457901.03 MB13
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GradNorm Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
GradNorm:GradientNormalizationforAdaptiveLossBalancinginDeepMultitaskNetworksZhaoChen1VijayBadrinarayanan1Chen-YuLee1AndrewRabinovich1Abstractsuchassmartphones,wearabledevices,androbots/drones.Such...
Adaptive for Gradient Loss Balancing
2023-11-13 11:59:4116972.36 MB27
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Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks
GradientPrimal-DualAlgorithmConvergestoSecond-OrderStationarySolutionforNonconvexDistributedOptimizationOverNetworksMingyiHong1JasonD.Lee2MeisamRazaviyayn3AbstractthefollowingproblemInthiswork,west...
Gradient Algorithm to Primal-Dual Second-Order
2023-11-13 11:59:411371316.34 KB14
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Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers
GradientDescentforSparseRank-OneMatrixCompletionforCrowd-SourcedAggregationofSparselyInteractingWorkersYaoMa1AlexOlshevsky2VenkateshSaligrama2CsabaSzepesvari3Abstractmatrixcollectstherandomlabelspr...
for Sparse Matrix Completion Gradient
2023-11-13 11:59:40713429.05 KB22
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Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks
GradientdescentwithidentityinitializationefﬁcientlylearnspositivedeﬁnitelineartransformationsbydeepresidualnetworksPeterL.Bartlett1DavidP.Helmbold2PhilipM.Long3Abstract1.IntroductionWeanalyzealgo...
with Gradient Descent Efficiently Identity
2023-11-13 11:59:40697280.82 KB4
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Gradient Descent Learns One-hidden-layer CNN Don’t be Afraid of Spurious Local Minima
GradientDescentLearnsOne-hidden-layerCNN:Don’tbeAfraidofSpuriousLocalMinimaSimonS.Du1JasonD.Lee2YuandongTian3Barnaba´sPo´czos1AartiSingh1Abstractfully.WhysuchsimplemethodsinlearningDCNNissuc-ces...
Gradient Descent Be One-hidden-layer Learns
2023-11-13 11:59:40710544.67 KB11
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Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator
GlobalConvergenceofPolicyGradientMethodsfortheLinearQuadraticRegulatorMaryamFazel1RongGe2ShamM.Kakade1MehranMesbahi1Abstract2016)andAtarigameplaying(Mnihetal.,2015).Deepreinforcementlearning(DeepRL...
of for Gradient Methods Convergence
2023-11-13 11:59:40817418.69 KB19
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Gradient Coding from Cyclic MDS Codes and Expander Graphs
GradientCodingfromCyclicMDSCodesandExpanderGraphsNetanelRaviv1ItzhakTamo2RashishTandon3AlexandrosG.Dimakis4AbstractdistributedsynchronousGradientdescent.Gradientcodingisatechniqueforstragglermit-Th...
from and Gradient Coding Codes
2023-11-13 11:59:401432910.73 KB3
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Functional Gradient Boosting based on Residual Network Perception
FunctionalGradientBoostingbasedonResidualNetworkPerceptionAtsushiNitanda12TaijiSuzuki12Abstract&Wolf(2016).TheypresentedthatResNetsareensembleofshallowermodelsusinganunraveledviewofResNets.Residual...
Gradient on Network Based Boosting
2023-11-13 11:59:37870297.76 KB24
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Finding Influential Training Samples for Gradient Boosted Decision Trees
FindingInﬂuentialTrainingSamplesforGradientBoostedDecisionTreesBorisSharchilev12YuryUstinovsky3PavelSerdyukov2MaartendeRijke1Abstract(2)boostingdeveloper’strustinthemodel’sperformanceinscenarios...
for Gradient Boosted Samples Training
2023-11-13 11:59:36606417.17 KB1
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Data-Dependent Stability of Stochastic Gradient Descent
Data-DependentStabilityofStochasticGradientDescentIljaKuzborskij1ChristophH.Lampert2Abstractticeonemightnotevenreachaminimum,yetneverthelessobservesexcellentperformance.Weestablishadata-dependentno...
of Stability Gradient Descent Stochastic
2023-11-13 11:59:221611446.3 KB6
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Computational Optimal Transport Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm
ComputationalOptimalTransport:ComplexitybyAcceleratedGradientDescentIsBetterThanbySinkhorn’sAlgorithmPavelDvurechensky1AlexanderGasnikov234AlexeyKroshnin234Abstractclustering(Hoetal.,2017),textcla...
Complexity Gradient by Optimal Transport
2023-11-13 11:59:171326412.46 KB4
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Composite Functional Gradient Learning of Generative Adversarial Models
CompositeFunctionalGradientLearningofGenerativeAdversarialModelsRieJohnson1TongZhang2Abstractinaterealdatafromgenerateddata.Mathematically,GANThispaperﬁrstpresentsatheoryforgenerativesolvesthefoll...
Learning of Adversarial Generative Gradient
2023-11-13 11:59:161993903.79 KB19
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Communication-Computation Efficient Gradient Coding
Communication-ComputationEfﬁcientGradientCodingMinYe1EmmanuelAbbe2Abstractnicationcost(Guptaetal.,2015;Alistarhetal.,2017;Wenetal.,2017).Thispaperdevelopscodingtechniquestoreducetherunningtimeofdi...
Efficient Gradient Coding Communication-Computation
2023-11-13 11:59:151099427.01 KB21
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Clipped Action Policy Gradient
ClippedActionPolicyGradientYasuhiroFujita1Shin-ichiMaeda1Abstractuouscontroltasksoftenhaveboundedactionsetsthattheycanexecute(Duanetal.,2016;Brockmanetal.,2016;TassaManycontinuouscontroltaskshavebo...
Gradient Policy Clipped Action
2023-11-13 11:59:149141.13 MB20
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Asynchronous Decentralized Parallel Stochastic Gradient Descent
AsynchronousDecentralizedParallelStochasticGradientDescentXiangruLian1WeiZhang2CeZhang3JiLiu41AbstractFigure1.Centralizednetworkanddecentralizednetwork.MostcommonlyuseddistributedmachinelearningS-P...
Gradient Descent Asynchronous Stochastic Decentralized
2023-11-13 11:59:0513434.29 MB12
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An Inference-Based Policy Gradient Method for Learning Options
AnInference-BasedPolicyGradientMethodforLearningOptionsMatthewJ.A.Smith1HerkeVanHoof2JoellePineau1Abstractatvariouslevelsofabstraction,itispossibletoinfer,learnandplanmuchmoreefﬁciently.Further,ab...
Learning for An Gradient Policy
2023-11-13 11:59:02585701.32 KB26
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Accelerating Natural Gradient with Higher-Order Invariance
AcceleratingNaturalGradientwithHigher-OrderInvarianceYangSong1JiamingSong1StefanoErmon1Abstractetal.,2013),andﬁrst-ordermethodswillhavetroubleinmakingprogress.Thecurvature,however,dependsonhowAnap...
with Gradient Natural Invariance Accelerating
2023-11-13 11:58:5818694.49 MB3
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Stochastic Gradient Monomial Gamma Sampler
StochasticGradientMonomialGammaSamplerYizheZhang1ChangyouChen1ZheGan1RicardoHenao1LawrenceCarin1Abstractics,leadingtoHamiltonianMonteCarlo(HMC)(Duaneetal.,1987).AidedbyGradientinformation,HMCisable...
Gradient Stochastic Sampler Monomial Gamma
2023-11-12 20:45:2016961.7 MB8
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Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms
StochasticModiﬁedEquationsandAdaptiveStochasticGradientAlgorithmsQianxiaoLi1ChengTai23WeinanE234Abstractwherek≥0and{γk}arei.i.duniformvariatestakingval-uesin{1,2,···,n}.Thestep-sizeηisthelea...
Adaptive and Algorithms Gradient Stochastic
2023-11-12 20:45:20988582.86 KB19
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