"Effects"的相关文档

标签“Effects”的相关文档，共9条

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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Estimating Identifiable Causal Effects on Markov Equivalence Class through Double Machine Learning
EstimatingIdentiﬁableCausalEffectsonMarkovEquivalenceClassthroughDoubleMachineLearningYonghanJung1JinTian2EliasBareinboim3Abstracttigateswhether,givenacausalgraphGencodingqualitativeknowledgeabout...
Markov on Causal Estimating Equivalence
2023-11-16 18:38:021318989.47 KB26
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Time Series Deconfounder Estimating Treatment Effects over Time in the Presence of Hidden Confounders
TimeSeriesDeconfounder:EstimatingTreatmentEffectsoverTimeinthePresenceofHiddenConfoundersIoanaBica12AhmedM.Alaa3MihaelavanderSchaar234Abstract&Saria,2017;Limetal.,2018;Bicaetal.,2020a).Exist-ingmet...
Time Series Estimating treatment over
2023-11-14 21:46:4716621.69 MB22
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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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Subspace Fitting Meets Regression The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors
SubspaceFittingMeetsRegression:TheEffectsofSupervisionandOrthonormalityConstraintsonDoubleDescentofGeneralizationErrorsYehudaDar1PaulMayer1LorenzoLuzi1RichardG.Baraniuk1AbstractFigure1.Thesupervisi...
of Regression the Subspace Fitting
2023-11-14 21:46:381163597.98 KB25
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On the Generalization Effects of Linear Transformations in Data Augmentation
OntheGeneralizationEffectsofLinearTransformationsinDataAugmentationSenWu1HongyangR.Zhang2GregoryValiant1ChristopherRe´1Abstracttoreducethesearchcost,sinceRL-basedtechniquesarecomputationallyexpens...
of on the generalization Linear
2023-11-14 21:45:331262536.37 KB26
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Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding
InferringHeterogeneousCausalEffectsinPresenceofSpatialConfoundingMuhammadOsama1DaveZachariah1ThomasB.Scho¨n1Abstract1.5cWeaddresstheproblemofinferringthecausal1effectofanexposureonanoutcomeacrosss...
of in Causal Heterogeneous Effects
2023-11-13 14:47:317123.57 MB18
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Discovering Context Effects from Raw Choice Data
DiscoveringContextEffectsfromRawChoiceDataArjunSeshadri1AlexanderPeysakhovich2JohanUgander1AbstractThemostwellknownandwidelyusedRUMisthecondi-tionalmultinomiallogit(MNL),alsocalledtheLucemodel,Many...
from Data Choice Discovering Effects
2023-11-13 14:46:541904837.69 KB10
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Limits of Estimating Heterogeneous Treatment Effects Guidelines for Practical Algorithm Design
LimitsofEstimatingHeterogeneousTreatmentEffects:GuidelinesforPracticalAlgorithmDesignAhmedM.Alaa1MihaelavanderSchaar123Abstractadvertising(Bottouetal.,2013),andsocialsciences(Xieetal.,2012).Theincr...
of Estimating treatment Limits Heterogeneous
2023-11-13 12:00:041405980.27 KB2
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