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Marco Maggini
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Publications
- 2023
- [j32]Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci:
Logic Explained Networks. Artif. Intell. 314: 103822 (2023) - [j31]Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra:
T-norms driven loss functions for machine learning. Appl. Intell. 53(15): 18775-18789 (2023) - [c83]Stefano Fioravanti, Andrea Zugarini, Francesco Giannini, Leonardo Rigutini, Marco Maggini, Michelangelo Diligenti:
Linguistic Feature Injection for Efficient Natural Language Processing. IJCNN 2023: 1-7 - [c82]Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci:
Logic Explained Networks. NeSy 2023: 432-433 - [p4]Gabriele Ciravegna, Francesco Giannini, Pietro Barbiero, Marco Gori, Pietro Lio, Marco Maggini, Stefano Melacci:
Learning Logic Explanations by Neural Networks. Compendium of Neurosymbolic Artificial Intelligence 2023: 547-558 - 2021
- [p3]Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini, Giuseppe Marra:
A Constraint-Based Approach to Learning and Reasoning. Neuro-Symbolic Artificial Intelligence 2021: 192-213 - [i20]Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Maggini:
Learning Representations for Sub-Symbolic Reasoning. CoRR abs/2106.00393 (2021) - [i19]Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Lió, Marco Maggini, Stefano Melacci:
Logic Explained Networks. CoRR abs/2108.05149 (2021) - 2020
- [c79]Gabriele Ciravegna, Francesco Giannini, Stefano Melacci, Marco Maggini, Marco Gori:
A Constraint-Based Approach to Learning and Explanation. AAAI 2020: 3658-3665 - [c78]Giuseppe Marra, Francesco Giannini, Lapo Faggi, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Inference in relational neural machines. NeHuAI@ECAI 2020: 71-74 - [c77]Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini:
Relational Neural Machines. ECAI 2020: 1340-1347 - [c75]Gabriele Ciravegna, Francesco Giannini, Marco Gori, Marco Maggini, Stefano Melacci:
Human-Driven FOL Explanations of Deep Learning. IJCAI 2020: 2234-2240 - [i18]Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini:
Relational Neural Machines. CoRR abs/2002.02193 (2020) - 2019
- [j28]Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
On a Convex Logic Fragment for Learning and Reasoning. IEEE Trans. Fuzzy Syst. 27(7): 1407-1416 (2019) - [c70]Francesco Giannini, Marco Maggini:
Conditions for Unnecessary Logical Constraints in Kernel Machines. ICANN (2) 2019: 608-620 - [c69]Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori:
On the Relation Between Loss Functions and T-Norms. ILP 2019: 36-45 - [i12]Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori:
On the relation between Loss Functions and T-Norms. CoRR abs/1907.07904 (2019) - [i11]Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori:
Learning and T-Norms Theory. CoRR abs/1907.11468 (2019) - [i8]Francesco Giannini, Marco Maggini:
Conditions for Unnecessary Logical Constraints in Kernel Machines. CoRR abs/1909.00216 (2019) - 2018
- [c67]Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints. AAAI 2018: 3015-3020 - [i5]Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
On a Convex Logic Fragment for Learning and Reasoning. CoRR abs/1809.06778 (2018) - 2017
- [c63]Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning Łukasiewicz Logic Fragments by Quadratic Programming. ECML/PKDD (1) 2017: 410-426
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