Publications by authors named "Davide Anguita"

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Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates.
Daniele Angioni, Luca Demetrio, Maura Pintor, Luca Oneto, Davide Anguita

IEEE Trans Pattern Anal Mach Intell· September 2025

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Toward Learning Trustworthily from Data Combining Privacy, Fairness, and Explainability: An Application to Face Recognition.
Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita

Entropy (Basel)· August 2021

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Spectral Analysis of Electricity Demand Using Hilbert-Huang Transform.
Joaquin Luque, Davide Anguita, Francisco Pérez, Robert Denda

Sensors (Basel)· May 2020

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Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels.
Luca Oneto, Nicolo Navarin, Michele Donini, Sandro Ridella, Alessandro Sperduti, Davide Anguita

IEEE Trans Neural Netw Learn Syst· October 2018

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A local Vapnik-Chervonenkis complexity.
Luca Oneto, Davide Anguita, Sandro Ridella

Neural Netw· October 2016

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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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Using unsupervised analysis to constrain generalization bounds for support vector classifiers.
Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita

IEEE Trans Neural Netw· March 2010

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Feed-forward support vector machine without multipliers.
Davide Anguita, Stefano Pischiutta, Sandro Ridella, Dario Sterpi

IEEE Trans Neural Netw· September 2006

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Quantum optimization for training support vector machines.
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino

Neural Netw· September 2003

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