Generalization Error of Invariant Classifiers

14 Oct 2016Jure SokolicRaja GiryesGuillermo SapiroMiguel R. D. Rodrigues

This paper studies the generalization error of invariant classifiers. In particular, we consider the common scenario where the classification task is invariant to certain transformations of the input, and that the classifier is constructed (or learned) to be invariant to these transformations... (read more)

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