Sfoglia per Autore
T-norms driven loss functions for machine learning
2023-01-01 Giannini, F; Diligenti, M; Maggini, M; Gori, M; Marra, G
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge
2023-01-01 Diligenti, M.; Giannini, F.; Fioravanti, S.; Graziani, C.; Falaschi, M.; Marra, G.
Linguistic Feature Injection for Efficient Natural Language Processing
2023-01-01 Fioravanti, S.; Zugarini, A.; Giannini, F.; Rigutini, L.; Maggini, M.; Diligenti, M.
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
2022-01-01 Espinosa Zarlenga, Mateo; Barbiero, Pietro; Ciravegna, Gabriele; Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Shams, Zohreh; Precioso, Frederic; Melacci, Stefano; Weller, Adrian; Lió, Pietro; Jamnik, Mateja
A Constraint-Based Approach to Learning and Reasoning
2021-01-01 Diligenti, Michelangelo; Giannini, Francesco; Gori, Marco; Maggini, Marco; Marra, Giuseppe
Regularizing deep networks with prior knowledge: A constraint-based approach
2021-01-01 Roychowdhury, Soumali; Diligenti, Michelangelo; Gori, Marco
Contrastive Losses and Solution Caching for Predict-and-Optimize
2021-01-01 Mulamba Ke Tchomba, Maxime; Mandi, Jayanta; Diligenti, Michelangelo; Lombardi, Michele; Bucarey Lopez, Victor; Guns, Tias
On the relation between Loss Functions and T-Norms
2020-01-01 Giannini, Francesco; Marra, Giuseppe; Diligenti, Michelangelo; Maggini, Marco; Gori, Marco
Relational neural machines
2020-01-01 Marra, G.; Diligenti, M.; Giannini, F.; Gori, M.; Maggini, M.
LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning
2020-01-01 Diligenti, M.; Giannini, F.; Marra, G.; Gori, M.
Inference in relational neural machines
2020-01-01 Marra, G.; Diligenti, M.; Faggi, L.; Giannini, F.; Gori, M.; Maggini, M.
On a Convex Logic Fragment for Learning and Reasoning
2019-01-01 Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Maggini, Marco
Integrating learning and reasoning with deep logic models
2019-01-01 Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco
Combining learning and constraints for genome-wide protein annotation
2019-01-01 Teso, S.; Masera, L.; Diligenti, M.; Passerini, A.
Constraint-Based Visual Generation
2019-01-01 Marra, G; Giannini, F; Diligenti, M; Gori, M
Image Classification Using Deep Learning and Prior Knowledge
2018-01-01 Diligenti, M.; Roychowdhury, S.; Gori, M.
Integrating prior knowledge into deep learning
2018-01-01 Diligenti, M.; Roychowdhury, S.; Gori, M.
Characterization of the Convex Lukasiewicz Fragment for Learning from Constraints
2018-01-01 Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Maggini, Marco
Auto-Associative Recurrent Neural Networks and Long Term Dependencies in Novelty Detection for Audio Surveillance Applications
2017-01-01 Rossi, Alessandro; Montefoschi, Francesco; Rizzo, Antonio; Diligenti, Michelangelo; Festucci, C.
Learning Łukasiewicz Logic Fragments by Quadratic Programming
2017-01-01 Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Maggini, Marco
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| T-norms driven loss functions for machine learning | 1-gen-2023 | Giannini, F; Diligenti, M; Maggini, M; Gori, M; Marra, G | - | |
| Enhancing Embedding Representations of Biomedical Data using Logic Knowledge | 1-gen-2023 | Diligenti, M.; Giannini, F.; Fioravanti, S.; Graziani, C.; Falaschi, M.; Marra, G. | - | |
| Linguistic Feature Injection for Efficient Natural Language Processing | 1-gen-2023 | Fioravanti, S.; Zugarini, A.; Giannini, F.; Rigutini, L.; Maggini, M.; Diligenti, M. | - | |
| Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off | 1-gen-2022 | Espinosa Zarlenga, Mateo; Barbiero, Pietro; Ciravegna, Gabriele; Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Shams, Zohreh; Precioso, Frederic; Melacci, Stefano; Weller, Adrian; Lió, Pietro; Jamnik, Mateja | - | |
| A Constraint-Based Approach to Learning and Reasoning | 1-gen-2021 | Diligenti, Michelangelo; Giannini, Francesco; Gori, Marco; Maggini, Marco; Marra, Giuseppe | - | |
| Regularizing deep networks with prior knowledge: A constraint-based approach | 1-gen-2021 | Roychowdhury, Soumali; Diligenti, Michelangelo; Gori, Marco | - | |
| Contrastive Losses and Solution Caching for Predict-and-Optimize | 1-gen-2021 | Mulamba Ke Tchomba, Maxime; Mandi, Jayanta; Diligenti, Michelangelo; Lombardi, Michele; Bucarey Lopez, Victor; Guns, Tias | - | |
| On the relation between Loss Functions and T-Norms | 1-gen-2020 | Giannini, Francesco; Marra, Giuseppe; Diligenti, Michelangelo; Maggini, Marco; Gori, Marco | - | |
| Relational neural machines | 1-gen-2020 | Marra, G.; Diligenti, M.; Giannini, F.; Gori, M.; Maggini, M. | - | |
| LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning | 1-gen-2020 | Diligenti, M.; Giannini, F.; Marra, G.; Gori, M. | - | |
| Inference in relational neural machines | 1-gen-2020 | Marra, G.; Diligenti, M.; Faggi, L.; Giannini, F.; Gori, M.; Maggini, M. | - | |
| On a Convex Logic Fragment for Learning and Reasoning | 1-gen-2019 | Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Maggini, Marco | - | |
| Integrating learning and reasoning with deep logic models | 1-gen-2019 | Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco | - | |
| Combining learning and constraints for genome-wide protein annotation | 1-gen-2019 | Teso, S.; Masera, L.; Diligenti, M.; Passerini, A. | - | |
| Constraint-Based Visual Generation | 1-gen-2019 | Marra, G; Giannini, F; Diligenti, M; Gori, M | - | |
| Image Classification Using Deep Learning and Prior Knowledge | 1-gen-2018 | Diligenti, M.; Roychowdhury, S.; Gori, M. | - | |
| Integrating prior knowledge into deep learning | 1-gen-2018 | Diligenti, M.; Roychowdhury, S.; Gori, M. | - | |
| Characterization of the Convex Lukasiewicz Fragment for Learning from Constraints | 1-gen-2018 | Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Maggini, Marco | - | |
| Auto-Associative Recurrent Neural Networks and Long Term Dependencies in Novelty Detection for Audio Surveillance Applications | 1-gen-2017 | Rossi, Alessandro; Montefoschi, Francesco; Rizzo, Antonio; Diligenti, Michelangelo; Festucci, C. | - | |
| Learning Łukasiewicz Logic Fragments by Quadratic Programming | 1-gen-2017 | Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Maggini, Marco | - |
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