"Shift"的相关文档

Towards Better Robust Generalization with Shift Consistency Regularization
TowardsBetterRobustGeneralizationwithShiftConsistencyRegularizationShufeiZhang12ZhuangQian12KaizhuHuang1QiufengWang1RuiZhang3XinpingYi2Abstract2015;Heetal.,2016;Miyatoetal.,2017;Zagoruyko&Komodakis...
with Robust Consistency generalization Better
2023-11-16 19:42:1010082.95 MB8
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Near-Optimal Linear Regression under Distribution Shift
Near-OptimalLinearRegressionunderDistributionShiftQiLei1WeiHu1JasonD.Lee1Abstractprovidehelpfulmarginaldistributioninformationaboutthetargetdomain.AlthoughthisapproachisintegraltomanyTransferlearni...
Regression under Distribution Linear Near-Optimal
2023-11-16 19:15:3315711.26 MB1
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Mandoline Model Evaluation under Distribution Shift
MANDOLINE:ModelEvaluationunderDistributionShiftMayeeChen1KaranGoel1NimitSohoni2FaitPoms1KayvonFatahalian1ChristopherRe´1Abstracttionerstodetermineiftheirmodelswillperformwellwhendeployed.Unfortuna...
Model Evaluation under Distribution Shift
2023-11-16 19:05:131636673.2 KB11
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A Theory of Label Propagation for Subpopulation Shift
ATheoryofLabelPropagationforSubpopulationShiftTianleCai12RuiqiGao12JasonD.Lee1QiLei1Abstracttees.ManyoftheworksarebasedonthecovariateShiftas-sumption(Heckman,1979;Shimodaira,2000),whichstatesOneoft...
of for Theory Propagation Label
2023-11-16 17:52:001110496.52 KB10
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The Effect of Natural Distribution Shift on Question Answering Models
TheEffectofNaturalDistributionShiftonQuestionAnsweringModelsJohnMiller1KarlKrauth1BenjaminRecht1LudwigSchmidt1AbstractmerelytoobtainhighscoresontheSQuADleaderboard,butrathertogeneralizetonewexample...
of on the Natural Distribution
2023-11-14 21:46:421813564.62 KB4
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Robust Black Box Explanations Under Distribution Shift
RobustandStableBlackBoxExplanationsHimabinduLakkaraju1NinoArsov2OsbertBastani3Abstractanddecidewhenandhowtoemploythem.However,theproprietarynatureandincreasingcomplexityofmachineAsmachinelearningbl...
Robust under Distribution Black Box
2023-11-14 21:46:131195448.02 KB25
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LTF A Label Transformation Framework for Correcting Label Shift
LTF:ALabelTransformationFrameworkforCorrectingTargetShiftJiaxianGuo1MingmingGong2TongliangLiu1KunZhang3DachengTao1Abstract1.IntroductionDistributionShiftisamajorobstacletothede-Standardsupervisedle...
for Framework Correcting Label Shift
2023-11-14 21:45:0617852.17 MB16
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Detecting and Correcting for Label Shift with Black Box Predictors
DetectingandCorrectingforLabelShiftwithBlackBoxPredictorsZacharyC.Lipton12Yu-XiangWang23AlexanderJ.Smola2Abstractiidassumption.Absentfamiliarguarantees,wewonder:Isfstillaccurate?What’stherealcurre...
for and with Detecting Correcting
2023-11-13 11:59:269111002.73 KB1
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