"Regularization"的相关文档 - 文库宝

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标签“Regularization”的相关文档，共35条

Stabilizing Equilibrium Models by Jacobian Regularization
StabilizingEquilibriumModelsbyJacobianRegularizationShaojieBai1VladlenKoltun2J.ZicoKolter1Abstractequilibriumzbytheimplicitfunctiontheorem(Krantz&Parks,2012),irrespectiveofthemethodusedtosolveforDe...
Models by Equilibrium Regularization Jacobian
2023-11-16 19:41:5619847.55 MB16
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Overcoming Catastrophic Forgetting by Bayesian Generative Regularization
OvercomingCatastrophicForgettingbyBayesianGenerativeRegularizationPatrickH.Chen1WeiWei2Cho-jui,Hsieh1BoDai3Abstractelsfailtotacklecontinuallearningwiththephenomenonofcatastrophicforgetting,wheredee...
Generative by Bayesian Regularization Overcoming
2023-11-16 19:28:27700559.65 KB3
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On the Inherent Regularization Effects of Noise Injection During Training
OntheInherentRegularizationEffectsofNoiseInjectionDuringTrainingOussamaDhifallah1YueM.Lu1Abstract2008)underGaussianinputandperturbationvectors.OuranalysisparticularlyshowsthatGaussiannoiseinjection...
of on the Regularization Noise
2023-11-16 19:15:471963808.45 KB29
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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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Implicit Regularization in Tensor Factorization
ImplicitRegularizationinTensorFactorizationNoamRazin1AsafMaman1NadavCohen1Abstracttoﬁttingbypredictorsoflowercomplexity.Amajorchal-lengeinformalizingthisintuitionisthatwelackdeﬁnitionsRecenteffor...
in Tensor Factorization Regularization Implicit
2023-11-16 18:47:001393979.68 KB16
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Diversity Actor-Critic Sample-Aware Entropy Regularization for Sample-Efficient Exploration
DiversityActor-Critic:Sample-AwareEntropyRegularizationforSample-EfﬁcientExplorationSeungyulHan1YoungchulSung1Abstractforchallengingcontinuouscontroltasks.Inthispaper,sample-awarepolicyentropyregu...
for Entropy Regularization Actor-Critic Sample-Efficient
2023-11-16 18:30:486383.65 MB23
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Convex Regularization in Monte-Carlo Tree Search
ConvexRegularizationinMonte-CarloTreeSearchTuanDam1CarloD’Eramo1JanPeters1JoniPajarinen12Abstractstructure(Coulom,2006).MCTSprovidesaprincipledap-proachfortradingoffbetweenexplorationandexploitati...
in Tree Convex Search Regularization
2023-11-16 18:11:158024.49 MB13
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Connecting Sphere Manifolds Hierarchically for Regularization
ConnectingSphereManifoldsHierarchicallyforRegularizationDamienScieur1YoungsungKim2Abstractbetweenclasses(Bilaletal.,2017).ThispaperconsidersclassiﬁcationproblemswithToalleviatethisproblem,inthisst...
for Manifolds Regularization Hierarchically Connecting
2023-11-16 18:11:1317613.02 MB15
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Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
TowardsUnderstandingtheRegularizationofAdversarialRobustnessonNeuralNetworksYuxinWen12ShuaiLi1KuiJia12Abstract(Szegedyetal.,2014).Moreintriguingly,theseadversarialexamplesaregeneratedbyaddingimperc...
of Adversarial the Robustness Regularization
2023-11-14 21:46:499111.65 MB13
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The role of Regularization in classification of high-dimensional noisy Gaussian mixture
TheRoleofRegularizationinClassiﬁcationofHigh-dimensionalNoisyGaussianMixtureFrancescaMignacco1FlorentKrzakala2YueM.Lu3PierfrancescoUrbani1LenkaZdeborova´1Abstractgeneratedasv∗√Weconsiderahigh-d...
of the High-dimensional in Classification
2023-11-14 21:46:4511874.42 MB14
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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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The Implicit and Explicit Regularization Effects of Dropout
TheImplicitandExplicitRegularizationEffectsofDropoutColinWei1ShamKakade2TengyuMa1AbstractitsRegularizationeffects:Wageretal.(2013);Helmbold&Long(2015);Cavazzaetal.(2017);Mianjyetal.(2018);Dropoutis...
of and the Regularization Implicit
2023-11-14 21:46:431601808.02 KB26
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Stabilizing Differentiable Architecture Search via Perturbation-based Regularization
StabilizingDifferentiableArchitectureSearchviaPerturbation-basedRegularizationXiangningChen1Cho-JuiHsieh1AbstractHowever,thesemethodsusuallyrequiremassivecomputa-tionresources.Recently,avarietyofap...
via Search Differentiable Architecture Regularization
2023-11-14 21:46:296003.76 MB8
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On Implicit Regularization in $ beta$-VAEs
OnImplicitRegularizationinβ-VAEsAbhishekKumar1BenPoole1AbstractWestudytheregularizingeffectsofvariationaldistributionsusedtoapproximatetheposterioronthelearnedgenerativeWhiletheimpactofvariational...
on in Regularization Implicit beta
2023-11-14 21:45:296101.16 MB23
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Obtaining Adjustable Regularization for Free via Iterate Averaging
ObtainingAdjustableRegularizationforFreeviaIterateAveragingJingfengWu1VladimirBraverman1LinF.Yang2AbstractRegularization,itcouldcauseahugecomputationalburdentosearchfortheoptimalhyperparameterassoc...
for via Regularization Free Obtaining
2023-11-14 21:45:265673.47 MB7
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Learning Autoencoders with Relational Regularization
LearningAutoencoderswithRelationalRegularizationHongtengXu12DixinLuo2RicardoHenao2SvatiShah2LawrenceCarin2Abstractalatent-variablemodeldenotedpG,speciﬁedbyapriordistributionpzonlatentcodez∈Zandag...
Learning Autoencoders with Relational Regularization
2023-11-14 21:44:5016135.16 MB15
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Information-Theoretic Local Minima Characterization and Regularization
Information-TheoreticLocalMinimaCharacterizationandRegularizationZhiweiJia1HaoSu1Abstractinitionsof“ﬂatness/sharpness”havebeenintroducedandanalyzed(Keskaretal.,2017;Neyshaburetal.,2018;2017;Rece...
and Local Minima Regularization Information-theoretic
2023-11-14 21:44:401507650.54 KB22
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Implicit Geometric Regularization for Learning Shapes
ImplicitGeometricRegularizationforLearningShapesAmosGropp1LiorYariv1NivHaim1MatanAtzmon1YaronLipman1AbstractFigure1.Learningcurvesfrom2Dpointclouds(whitedisks)usingourmethod;blacklinesdepictthezero...
Learning for Geometric Regularization Implicit
2023-11-14 21:44:345588.76 MB1
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Implicit Regularization of Random Feature Models
ImplicitRegularizationofRandomFeatureModelsArthurJacot1BerﬁnS¸ims¸ek12FrancescoSpadaro1Cle´mentHongler1FranckGabriel1Abstractparametersexhibitsaso-called‘double-descent’curveformanymodelsincl...
of Feature Models random Regularization
2023-11-14 21:44:3314061.39 MB12
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Implicit competitive Regularization in GANs
ImplicitcompetitiveRegularizationinGANsFlorianScha¨fer1HongkaiZheng23AnimaAnandkumar1AbstractTheminimaxinterpretation:Presently,thesuccessofGANsismostlyattributedtopropertiesofthedivergenceThesucc...
in GANs Regularization Implicit Competitive
2023-11-14 21:44:3214727.42 MB16
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