"Convergence"的相关文档 - 文库宝

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标签“Convergence”的相关文档，共46条

Uniform Convergence, Adversarial Spheres and a Simple Remedy
UniformConvergence,AdversarialSpheresandaSimpleRemedyGregorBachmann1Seyed-MohsenMoosavi-Dezfooli1ThomasHofmann1AbstractofuniformConvergenceasatooltoboundthecapacityofthemodel(Aroraetal.,2018;Bartle...
Adversarial and Convergence simple Uniform
2023-11-16 19:42:1917224.33 MB2
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The Limits of Min-Max Optimization Algorithms Convergence to Spurious Non-Critical Sets
TheLimitsofMin-MaxOptimizationAlgorithms:ConvergencetoSpuriousNon-CriticalSetsYa-PingHsieh1PanayotisMertikopoulos23VolkanCevher4AbstractGivenanalgorithmforsolving(SP),itisthennaturaltoComparedtoord...
of Optimization Algorithms Convergence the
2023-11-16 19:42:068073.08 MB2
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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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On the Convergence of Hamiltonian Monte Carlo with Stochastic Gradients
OntheConvergenceofHamiltonianMonteCarlowithStochasticGradientsDifanZou1QuanquanGu1AbstracttionssuchasBayesianinference,reinforcementlearning,andcomputervision.Inthepastdecades,manyMCMCHamiltonianMo...
of on Convergence the Monte
2023-11-16 19:15:4614633.97 MB27
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On Characterizing GAN Convergence Through Proximal Duality Gap
OnCharacterizingGANConvergenceThroughProximalDualityGapSahilSidheekh1AroofAimen1NarayananC.Krishnan1Abstractmostpopularandsuccessfulofinnovationsforlearningdatadistributions.AGANformulatesthegenera...
on Convergence through Proximal GAN
2023-11-16 19:15:421213698.87 KB30
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Model-Targeted Poisoning Attacks with Provable Convergence
Model-TargetedPoisoningAttackswithProvableConvergenceFnuSuya1SaeedMahloujifar2AnshumanSuri1DavidEvans1YuanTian1AbstractMostworkonpoisoningattackshasconsideredoneoftwoextremalattackerobjectives:indi...
with Convergence Provable Attacks Poisoning
2023-11-16 19:15:27924398.08 KB2
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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 While Playing in Mean-Field Games Convergence and Optimality
LearningWhilePlayinginMean-FieldGames:ConvergenceandOptimalityQiaominXie1ZhuoranYang2ZhaoranWang3AndreeaMinca1Abstractfromthescalabilityissue.Speciﬁcally,inamulti-agentsystem,eachagentinteractswit...
Learning Convergence in Games Playing
2023-11-16 19:05:05955406.07 KB30
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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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Geometric Convergence of elliptical slice sampling
GeometricConvergenceofEllipticalSliceSamplingViacheslavNatarovskii1DanielRudolf1Bjo¨rnSprungk2AbstractonRdtakestheformForBayesianlearning,givenlikelihoodfunction(x)andGaussianprior,theellipticalsl...
of Sampling Convergence Geometric elliptical
2023-11-16 18:46:46879763.83 KB30
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Functional Space Analysis of Local GAN Convergence
FunctionalSpaceAnalysisofLocalGANConvergenceValentinKhrulkov1ArtemBabenko12IvanOseledets3Abstractousgradientdescent.InNagarajan&Kolter(2017)itwasshownthatundermildassumptions,thismethodislocallyRec...
of Analysis Local Convergence Space
2023-11-16 18:37:5518354.79 MB29
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From Poincaré Recurrence to Convergence in Imperfect Information Games Finding Equilibrium via Regularization
FromPoincare´RecurrencetoConvergenceinImperfectInformationGames:FindingEquilibriumviaRegularizationJulienPerolat1RemiMunos1Jean-BaptisteLespiau1ShayeganOmidshaﬁei1MarkRowland1PedroOrtega1NeilBurc...
from Convergence in to Imperfect
2023-11-16 18:37:541198713.12 KB7
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Doubly Robust Off-Policy Actor-Critic Convergence and Optimality
DoublyRobustOff-PolicyActor-Critic:ConvergenceandOptimalityTengyuXu1ZhuoranYang2ZhaoranWang3YingbinLiang1Abstract(Haarnojaetal.,2018),etc.However,thesesuccessesusu-allyrelyontheaccesstoon-policysam...
and Convergence Robust Off-Policy Doubly
2023-11-16 18:30:491221461.66 KB25
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Bilevel Optimization Convergence Analysis and Enhanced Design
BilevelOptimization:ConvergenceAnalysisandEnhancedDesignKaiyiJi1JunjieYang1YingbinLiang1Abstractoptimization(Franceschietal.,2018;Shabanetal.,2019;Feurer&Hutter,2019),reinforcementlearning(Konda&Bi...
Optimization and Analysis Convergence Design
2023-11-16 18:07:3714606.11 MB8
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Uniform Convergence of Rank-weighted Learning
UniformConvergenceofRank-weightedLearningJustinKhim1LiuLeqi1AdarshPrasad1PradeepRavikumar1Abstractlearning,wherepercentilebasedriskmeasureshavebeenusedtoquantifythetail-riskofmodels.ArecentlineofTh...
Learning of Convergence Uniform Rank-weighted
2023-11-14 21:46:551643935.33 KB11
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Training Linear Neural Networks Non-Local Convergence and Complexity Results
TrainingLinearNeuralNetworks:Non-LocalConvergenceandComplexityResultsArminEftekhari1AbstractbythelinearmapLinearnetworksprovidevaluableinsightsintoRdx→Rdytheworkingsofneuralnetworksingeneral.Thisp...
Neural Networks and Convergence Linear
2023-11-14 21:46:511446408.45 KB24
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On the Global Convergence Rates of Softmax Policy Gradient Methods
OntheGlobalConvergenceRatesofSoftmaxPolicyGradientMethodsJinchengMei12ChenjunXiao1CsabaSzepesva´ri31DaleSchuurmans21Abstracttheyguaranteemonotonicimprovementofthevalue.Asec-ondaryappealisthatpolic...
of Softmax on Convergence the
2023-11-14 21:45:331599789.51 KB15
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On the Convergence of Nesterovs Accelerated Gradient Method in Stochastic Settings
OntheConvergenceofNesterov’sAcceleratedGradientMethodinStochasticSettingsMahmoudAssran123MichaelRabbat23AbstractHowever,thetheoreticalunderstandingofacceleratedmeth-odsremainslimitedwhenusedwithst...
of Gradient on Convergence the
2023-11-14 21:45:326948.58 MB11
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Min-Max Optimization without Gradients Convergence and Applications to Black-Box Evasion and Poisoning Attacks
Min-MaxOptimizationwithoutGradients:ConvergenceandApplicationstoBlack-BoxEvasionandPoisoningAttacksSijiaLiu1SongtaoLu2XiangyiChen3YaoFeng4KaidiXu5AbdullahAl-Dujaili6MingyiHong3Una-MayO’Reilly71Abs...
Optimization and Convergence without Applications
2023-11-14 21:45:11996839.93 KB27
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Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming
LinearConvergenceofRandomizedPrimal-DualCoordinateMethodforLarge-scaleLinearConstrainedConvexProgrammingDaoliZhu1LeiZhao2Abstractadditivewithrespecttothefollowingspacedecomposition,Linearconstraine...
of Coordinate Convergence Method Primal-Dual
2023-11-14 21:45:031680870.33 KB2
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