Search Results for author: Sandro Ridella

Found 1 papers, 0 papers with code

The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers

no code implementations NeurIPS 2011 Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella

We derive here new generalization bounds, based on Rademacher Complexity theory, for model selection and error estimation of linear (kernel) classifiers, which exploit the availability of unlabeled samples.

Generalization Bounds Model Selection

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