"Outliers"的相关文档

Generalization Bounds in the Presence of Outliers a Median-of-Means Study
GeneralizationBoundsinthePresenceofOutliers:aMedian-of-MeansStudyPierreLaforgue1GuillaumeStaerman2StephanClémençon2Abstractcorruptionoftheobservationsacquired.Fromastatisticalperspective,twoframe...
of the in generalization bounds
2023-11-16 18:46:4410285.42 MB13
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Consistent regression when oblivious Outliers overwhelm
ConsistentregressionwhenobliviousOutliersoverwhelmTommasod’Orsi1GlebNovikov1DavidSteurer1Abstract1.IntroductionWeconsiderarobustlinearregressionmodelLinearregressionisafundamentaltaskinstatistics:...
Regression Consistent When Outliers Oblivious
2023-11-16 18:11:131607275.74 KB15
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Refined Complexity of PCA with Outliers
ReﬁnedComplexityofPCAwithOutliersFedorFomin1PetrGolovach1FahadPanolan1KirillSimonov1Abstractlow-rankapproximationofdatamatrixMbysolvingPrincipalcomponentanalysis(PCA)isoneoftheminimizeM−L2mostfun...
of with Complexity Outliers PCA
2023-11-13 14:48:231841321.25 KB15
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Do Outliers Ruin Collaboration
DoOutliersRuinCollaboration?MingdaQiao1Abstracticalperspectivethecomplexityoflearninginthepresenceofuntrustedcollaborators.Inourmodel,alearningalgorithmWeconsidertheproblemoflearningabinaryclas-int...
Do Outliers Ruin Collaboration
2023-11-13 11:59:291648255.46 KB4
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