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标签“Bias”的相关文档，共27条

UCB Momentum Q-learning Correcting the Bias without forgetting
UCBMomentumQ-learning:CorrectingtheBiaswithoutforgettingPierreMénard1OmarDarwicheDomingues2XuedongShang23MichalValko234Abstractbalancetheexplorationoftheenvironmentandexploitationofthecurrentknowl...
the Momentum without Bias Correcting
2023-11-16 19:42:1513212.56 MB22
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The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks
TheImplicitRegularizationforAdaptiveOptimizationAlgorithmsonHomogeneousNeuralNetworksBohanWang1QiMeng1WeiChen1Tie-YanLiu1Abstractprocessing(Youngetal.,2018).Inpractice,deepneuralnetworks(DNN)learne...
Adaptive for Optimization Algorithms the
2023-11-16 19:42:051102737 KB22
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Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies
QuantifyingandReducingBiasinMaximumLikelihoodEstimationofStructuredAnomaliesUthsavChitra1KimberlyDing1JasperC.H.Lee2BenjaminJ.Raphael1Abstract1.IntroductionAnomalyestimation,ortheproblemofﬁndingAn...
and in Maximum Likelihood Bias
2023-11-16 19:28:3514421.86 MB16
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On the Implicit Bias of Initialization Shape Beyond Infinitesimal Mirror Descent
OntheImplicitBiasofInitializationShape:BeyondInﬁnitesimalMirrorDescentShaharAzulay1EdwardMoroshko2MorShpigelNacson2BlakeWoodworth3NathanSrebro3AmirGloberson1DanielSoudry2Abstractparameterizedmodel...
of on the Shape Implicit
2023-11-16 19:15:461926783.44 KB14
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LIME Learning Inductive Bias for Primitives of Mathematical Reasoning
LIME:LearningInductiveBiasforPrimitivesofMathematicalReasoningYuhuaiWu12MarkusRabe3WendaLi4JimmyBa12RogerGrosse12ChristianSzegedy3Abstractmathematicalreasoning.Attemptstodesignelaboratear-chitectur...
Learning of for Bias Inductive
2023-11-16 19:05:081396289.21 KB9
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Implicit Bias of Linear RNNs
ImplicitBiasofLinearRNNsMelikasadatEmami1MojtabaSahraee-Ardakan12ParthePandit12SundeepRangan3AlysonK.Fletcher12Abstractnetworkshavebecomeubiquitousinpracticalapplications,severaltheoreticalaspectso...
of Linear Implicit Bias RNNs
2023-11-16 18:46:5910831.87 MB28
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Fairness and Bias in Online Selection
FairnessandBiasinOnlineSelectionJose´Correa1Andre´sCristi1PaulDu¨tting2AshkanNorouzi-Fard2Abstractalsoitnaturallyencompassesmanyreal-worlddecisionmak-ingprocesseswhereBiasedevaluationsshouldbeav...
Online Selection and in Fairness
2023-11-16 18:38:071334605.75 KB19
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Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces
DisentanglingLabelingandSamplingBiasforLearninginLarge-outputSpacesAnkitSinghRawat1AdityaKrishnaMenon1WittawatJitkrittum1SadeepJayasumana1FelixX.Yu1SashankJ.Reddi1SanjivKumar1Abstractcloselyascheme...
Learning for Sampling and Bias
2023-11-16 18:31:11929746.22 KB18
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Directional Bias Amplification
DirectionalBiasAmpliﬁcationAngelinaWangandOlgaRussakovskyPrincetonUniversityAbstractcorrespondingly,aplethoraofnewalgorithmsandmetricsarebeingproposed(seee.g.,Mehrabietal.(2019)forasur-Mitigatingb...
Bias Amplification Directional
2023-11-16 18:31:0913552.74 MB8
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Correcting Exposure Bias for Link Recommendation
CorrectingExposureBiasforLinkRecommendationShantanuGupta12HaoWang3ZacharyLipton2YuyangWang4AbstractconcernsaboutexposureBias—manymissinglinksarefalsenegatives,anddidnotformduetolackofexposurerathe...
for Bias Correcting Recommendation Link
2023-11-16 18:30:521884395.59 KB23
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Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections
AsymmetricHeavyTailsandImplicitBiasinGaussianNoiseInjectionsAlexanderCamuto1XiaoyuWang2LingjiongZhu2MertGu¨rbu¨zbalaban3ChrisHolmes1UmutS¸ims¸ekli4AbstractFigure1.IllustrationoftheeffectofGNIsa...
and Asymmetric in Implicit Bias
2023-11-16 18:00:1712771.8 MB17
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Statistical Bias in Dataset Replication
IdentifyingStatisticalBiasinDatasetReplicationLoganEngstrom1AndrewIlyas1ShibaniSanturkar1DimitrisTsipras1JacobSteinhardt2AleksanderMa˛dry1Abstractaprocessknownasdatasetreplication.Thoughnotyetwide...
Statistical in Bias Dataset Replication
2023-11-14 21:46:30932501.95 KB20
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On conditional versus marginal Bias in multi-armed bandits
OnconditionalversusmarginalBiasinmulti-armedbanditsJaehyeokShin1AlessandroRinaldo1AadityaRamdas12AbstractThedataarecollectedsequentiallyinstages,duringwhichtheanalystdrawsasamplefromoneamongﬁnitel...
on in Conditional Multi-armed Bias
2023-11-14 21:45:271542687.29 KB25
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Low Bias Low Variance Gradient Estimates for Hierarchical Boolean Stochastic Networks
LowBiasLowVarianceGradientEstimatesforHierarchicalBooleanStochasticNetworksAdeelPervez1TacoCohen2EfstratiosGavves1Abstractgradients,onecansamplegradientsfromsomedistribu-tion.Thesampleestimatescanb...
for Gradient Variance Hierarchical low
2023-11-14 21:45:051025738.96 KB5
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Frequency Bias in Neural Networks for Input of Non-Uniform Density
FrequencyBiasinNeuralNetworksforInputofNon-UniformDensityRonenBasri1MeiravGalun1AmnonGeifman1DavidJacobs2YoniKasten1ShiraKritchman1AbstractEpoch=3Epoch=100Recentworkshavepartlyattributedthegenerali...
Neural for Networks in Input
2023-11-14 21:44:1614252.59 MB8
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Exploration Through Bias Revisiting Biased Maximum Likelihood Estimation in Stochastic Multi-Armed Bandits
ExplorationThroughRewardBiasing:Reward-BiasedMaximumLikelihoodEstimationforStochasticMulti-ArmedBanditsXiLiu1Ping-ChunHsieh2Yu-HengHung2AnirbanBhattacharya3P.R.Kumar1Abstractandthenappliestheaction...
through Exploration Maximum Likelihood Bias
2023-11-14 21:44:071328660.87 KB22
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Double Trouble in Double Descent Bias and Variance(s) in the Lazy Regime
DoubleTroubleinDoubleDescent:BiasandVariance(s)intheLazyRegimeSte´phaned’Ascoli1MariaReﬁnetti1GiulioBiroli1FlorentKrzakala1Abstractrecognition(Hintonetal.,2012),andautomatictransla-tion(Sutskeve...
and Descent Variance in Bias
2023-11-14 21:43:5419251.08 MB12
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Data preprocessing to mitigate Bias A maximum entropy based approach
DatapreprocessingtomitigateBias:AmaximumentropybasedapproachL.ElisaCelis1VijayKeswani1NisheethK.Vishnoi2AbstracttodeBiasdatastrivetoensurethateither1)therepresenta-tionofsalientsocialgroupsinthedat...
Data to Maximum Entropy Bias
2023-11-14 21:43:42872324.72 KB11
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Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics
ControllingOverestimationBiaswithTruncatedMixtureofContinuousDistributionalQuantileCriticsArseniiKuznetsov1PavelShvechikov12AlexanderGrishin13DmitryVetrov13AbstractThrun&Schwartz(1993)elucidatetheo...
of with Bias Mixture Controlling
2023-11-14 21:43:377084.84 MB21
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ConQUR Mitigating Delusional Bias in Deep Q-Learning
ConQUR:MitigatingDelusionalBiasinDeepQ-learningDiJia(Andy)Su12JaydenOoi1TylerLu1DaleSchuurmans13CraigBoutilier1Abstract&Smart,2004;Melo&Ribeiro,2007;Maeietal.,2010;Munosetal.,2016);butitremainsdif...
Deep in Bias Mitigating Q-learning
2023-11-14 21:43:3411041.06 MB4
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