Publications by authors named "Alessandro Ghio"

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Fully Empirical and Data-Dependent Stability-Based Bounds.
Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita

IEEE Trans Cybern· September 2015

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Local Rademacher Complexity: sharper risk bounds with and without unlabeled samples.
Luca Oneto, Alessandro Ghio, Sandro Ridella, Davide Anguita

Neural Netw· May 2015

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A deep connection between the Vapnik-Chervonenkis entropy and the Rademacher complexity.
Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella

IEEE Trans Neural Netw Learn Syst· December 2014

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An improved analysis of the Rademacher data-dependent bound using its self bounding property.
Luca Oneto, Alessandro Ghio, Davide Anguita, Sandro Ridella

Neural Netw· August 2013

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In-sample and out-of-sample model selection and error estimation for support vector machines.
Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella

IEEE Trans Neural Netw Learn Syst· September 2012

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