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Gabriele Ciravegna

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Concept-based Explainable Artificial Intelligence: A Survey

Dec 20, 2023
Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis

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Relational Concept Based Models

Aug 23, 2023
Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra

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Interpretable Neural-Symbolic Concept Reasoning

Apr 27, 2023
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frederic Precioso, Mateja Jamnik, Giuseppe Marra

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Extending Logic Explained Networks to Text Classification

Nov 04, 2022
Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Davide Buffelli, Pietro Lio

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Concept Embedding Models

Sep 19, 2022
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frederic Precioso, Stefano Melacci, Adrian Weller, Pietro Lio, Mateja Jamnik

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Encoding Concepts in Graph Neural Networks

Aug 07, 2022
Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Lio

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Knowledge-driven Active Learning

Oct 15, 2021
Gabriele Ciravegna, Frederic Precioso, Marco Gori

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Graph Neural Networks for Graph Drawing

Sep 21, 2021
Matteo Tiezzi, Gabriele Ciravegna, Marco Gori

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Logic Explained Networks

Aug 11, 2021
Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Lió, Marco Maggini, Stefano Melacci

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Entropy-based Logic Explanations of Neural Networks

Jun 22, 2021
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Lió, Marco Gori, Stefano Melacci

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