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标签“Gradient”的相关文档，共136条

Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models
Variational(Gradient)EstimateoftheScoreFunctioninEnergy-basedLatentVariableModelsFanBao12KunXu1ChongxuanLi1LanqingHong2JunZhu1BoZhang1Abstractsivepower(Salakhutdinov&Hinton,2009;Baoetal.,2020)andto...
of Variational Gradient the Function
2023-11-16 19:42:2211802.28 MB29
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Understanding the Dynamics of Gradient Flow in Overparameterized Linear models
UnderstandingtheDynamicsofGradientFlowinOverparameterizedLinearModelsSalmaTarmoun12GuilhermeFranc¸a13BenjaminHaeffele14Rene´Vidal14Abstractathoroughanalysisofthedynamicsofoptimizationmeth-ods,suc...
of Gradient the in Understanding
2023-11-16 19:42:181229544.93 KB7
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Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies
UnbiasedGradientEstimationinUnrolledComputationGraphswithPersistentEvolutionStrategiesPaulVicol12LukeMetz2JaschaSohl-Dickstein2AbstractZipser,1989;Tallec&Ollivier,2017a;Mujikaetal.,2018;Benzingetal...
Gradient graphs in Estimation Computation
2023-11-16 19:42:169531.25 MB25
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Temporal Difference Learning as Gradient Splitting
TemporalDifferenceLearningasGradientSplittingRuiLiu1AlexOlshevsky2AbstractTDusesdifferencesinpredictionsoversuccessivetimestepstodrivethelearningprocess,withthepredictionatTemporaldifferencelearnin...
Learning Gradient Splitting Temporal as
2023-11-16 19:42:01824186.51 KB2
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Straight to the Gradient Learning to Use Novel Tokens for Neural Text Generation
StraighttotheGradient:LearningtoUseNovelTokensforNeuralTextGenerationXiangLin1SimengHan1ShaﬁqJoty12Abstractrization(Seeetal.,2017),imagecaptioning(Melas-Kyriazietal.,2018;Wang&Chan,2019)andmachine...
Learning Gradient the Use to
2023-11-16 19:41:5814682.55 MB30
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Stability and Convergence of Stochastic Gradient Clipping Beyond Lipschitz Continuity and Smoothness
StabilityandConvergenceofStochasticGradientClipping:BeyondLipschitzContinuityandSmoothnessVienV.Mai1MikaelJohansson1Abstractproblemsareatthecoreofmanymachine-learningappli-cations,andareoftensolved...
of and Stability Gradient Convergence
2023-11-16 19:41:561384812.09 KB11
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Stability and Generalization of Stochastic Gradient Methods for Minimax Problems
StabilityandGeneralizationofStochasticGradientMethodsforMinimaxProblemsYunwenLei1ZhenhuanYang2TianbaoYang3YimingYing2Abstracting(Goodfellowetal.,2014),robustoptimization(Chenetal.,2017;Namkoong&Duc...
of and Stability Gradient Methods
2023-11-16 19:41:56898903.55 KB20
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SGLB Stochastic Gradient Langevin Boosting
SGLB:StochasticGradientLangevinBoostingAlekseiUstimenko1LiudmilaProkhorenkova123AbstractLangevindynamics(SGLD),whichisapowerfuliterativeoptimizationalgorithm(Raginskyetal.,2017).ItturnsThispaperint...
Gradient Stochastic Langevin Boosting SGLB
2023-11-16 19:41:46818343.87 KB18
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Robust Policy Gradient against Strong Data Corruption
RobustPolicyGradientagainstStrongDataCorruptionXuezhouZhang1YidingChen1JerryZhu1WenSun2Abstracthighlynoisydata,suchasautonomousdriving,quantitativetrading,ormedicaldiagnosis.Westudytheproblemofrobu...
Gradient Data Robust Policy Strong
2023-11-16 19:41:3711073.79 MB19
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Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation
Progressive-ScaleBoundaryBlackboxAttackviaProjectiveGradientEstimationJiaweiZhang1LinyiLi2HuichenLi2XiaoluZhang3ShuangYang4BoLi2Abstract1.IntroductionBoundarybasedblackboxattackhasbeenrec-Blackboxa...
Gradient via Attack Boundary projective
2023-11-16 19:28:3214751.98 MB3
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Private Adaptive Gradient Methods for Convex Optimization
PrivateAdaptiveGradientMethodsforConvexOptimizationHilalAsi12JohnDuchi23AlirezaFallah41OmidJavidbakht5KunalTalwar5AbstractopingprivatevariantsofstochasticGradientdescent(SGD),wherealgorithmsguarant...
Adaptive for Optimization Gradient Methods
2023-11-16 19:28:318272.19 MB24
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Positive-Negative Momentum Manipulating Stochastic Gradient Noise to Improve Generalization
Positive-NegativeMomentum:ManipulatingStochasticGradientNoisetoImproveGeneralizationZekeXie1LiYuan2ZhanxingZhu3MasashiSugiyama41AbstractItiswell-knownthatstochasticGradientnoise(SGN)instochasticopt...
Gradient Stochastic Momentum to Noise
2023-11-16 19:28:3016191.21 MB3
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Policy Gradient Bayesian Robust Optimization for Imitation Learning
PolicyGradientBayesianRobustOptimizationforImitationLearningZaynahJaved1DanielS.Brown1SatvikSharma1JerryZhu1AshwinBalakrishna1MarekPetrik2AncaD.Dragan1KenGoldberg1Abstracthuman-designedrewardfuncti...
for Optimization Gradient Bayesian Robust
2023-11-16 19:28:291011874.8 KB15
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Phasic Policy Gradient
PhasicPolicyGradientKarlCobbe1JacobHilton1OlegKlimov1JohnSchulman1Abstractcanbeusedtobetteroptimizetheother.WeintroducePhasicPolicyGradient(PPG),are-However,therearealsodisadvantagestosharingnetwor...
Gradient Policy Phasic
2023-11-16 19:28:289611.21 MB3
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PAGE A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
PAGE:ASimpleandOptimalProbabilisticGradientEstimatorforNonconvexOptimizationZhizeLi1HongyanBao1XiangliangZhang1PeterRichta´rik1Abstract(Jain&Kar,2017).Drivenbytheappliedsuccessofdeepneuralnetworks...
and Gradient simple Optimal Probabilistic
2023-11-16 19:28:2710511.19 MB12
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Oops I Took A Gradient Scalable Sampling for Discrete Distributions
OopsITookAGradient:ScalableSamplingforDiscreteDistributionsWillGrathwohl12KevinSwersky2MiladHashemi2DavidDuvenaud12ChrisJ.Maddison1AbstractFigure1.Ourapproachvisualized.Oftendiscretedistributionsar...
for Sampling Gradient Discrete Scalable
2023-11-16 19:28:258104.16 MB24
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Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $ sqrt$T Regret
OnlinePolicyGradientforModelFre√eLearningofLinearQuadraticRegulatorswithTRegretAsafCassel1TomerKoren12AbstractModel-basedmethods,whichperformplanningbasedonasystemidentiﬁcationprocedurethatestima...
Learning for Online Gradient Model
2023-11-16 19:28:241218289.14 KB25
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On Learnability via Gradient Method for Two-Layer ReLU Neural Networks in Teacher-Student Setting
OnLearnabilityviaGradientMethodforTwo-LayerReLUNeuralNetworksinTeacher-StudentSettingShuntaAkiyama1TaijiSuzuki12Abstractforthegeneralizationaspect.Inthisstudy,wetacklethesetwoproblemsinateacher-stu...
for Gradient on via Method
2023-11-16 19:15:4219341.48 MB4
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On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
OntheProofofGlobalConvergenceofGradientDescentforDeepReLUNetworkswithLinearWidthsQuynhNguyen1Abstracttrainingdata,thentheoutputatlayerlisgivenbyWegiveasimpleprooffortheglobalconver-genceofgradien...
of Gradient on Convergence the
2023-11-16 19:15:251764262.2 KB19
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Learning Gradient Fields for Molecular Conformation Generation
LearningGradientFieldsforMolecularConformationGenerationChenceShi12ShitongLuo3MinkaiXu12JianTang145Abstractamorenaturalandintrinsicrepresentationformoleculesistheirthree-dimensionalstructures,where...
Learning for Generation Gradient Molecular
2023-11-16 19:05:0118963.77 MB9
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