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luma1 03-10-2017 05:11 AM

specialized generalization bounds
I'm searching for bounds of the out-of-sample error, tailored for linear models, logistic regression, and/or SVM. E.g. some specialized formulation of the VC-inequality, or some other bounds specifically for these model classes, that are more restrictive than the generic VC-inequality.
Do such bounds exist, and where can I find them?

Thanks & best regards

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