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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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Learning Representations for Sub-Symbolic Reasoning


Jun 01, 2021
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Maggini

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Generate and Revise: Reinforcement Learning in Neural Poetry


Feb 08, 2021
Andrea Zugarini, Luca Pasqualini, Stefano Melacci, Marco Maggini

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* 12 pages, 2 figures, 5 tables 

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Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language


Oct 12, 2020
Andrea Zugarini, Matteo Tiezzi, Marco Maggini

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Focus of Attention Improves Information Transfer in Visual Features


Jun 16, 2020
Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori

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Deep Lagrangian Constraint-based Propagation in Graph Neural Networks


May 27, 2020
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini

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* arXiv admin note: substantial text overlap with arXiv:2002.07684 

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A Lagrangian Approach to Information Propagation in Graph Neural Networks


Feb 19, 2020
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori

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Local Propagation in Constraint-based Neural Network


Feb 18, 2020
Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori

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Relational Neural Machines


Feb 06, 2020
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini

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