MELACCI, STEFANO
MELACCI, STEFANO
Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche
A constrained machine-learning paradigm
2016-01-01 Gnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
A Constraint-Based Approach to Learning and Explanation
2020-01-01 Ciravegna, Gabriele; Giannini, Francesco; Melacci, Stefano; Maggini, Marco; Gori, Marco
A lagrangian approach to information propagation in graph neural networks
2020-01-01 Tiezzi, M.; Marra, G.; Melacci, S.; Maggini, M.; Gori, M.
A language modeling-like approach to sketching
2021-01-01 Graziani, L.; Gori, M.; Melacci, S.
A machine-learning paradigm that includes pointwise constraints
2014-01-01 Gnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
A neural network approach to similarity learning
2008-01-01 Melacci, Stefano; Sarti, Lorenzo; Maggini, Marco; Bianchini, Monica
A template-based approach to automatic face enhancement
2010-01-01 Melacci, Stefano; Sarti, Lorenzo; Maggini, Marco; Gori, Marco
A theoretical framework for supervised learning from regions
2014-01-01 Gnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
Aesthetical standards and new technologies: a comparison
2012-01-01 Ferroni, Serena; Borracchini, Andrea; Melacci, Stefano; Doldo, Tiziana
An unsupervised character-aware neural approach to word and context representation learning
2018-01-01 Marra, Giuseppe; Zugarini, Andrea; Melacci, Stefano; Maggini, Marco
Asynchronous Distributed Learning From Constraints
2020-01-01 Farina, Francesco; Melacci, Stefano; Garulli, Andrea; Giannitrapani, Antonio
Autoassociative Neural Network based Active Shape Models
2008-01-01 Castelli, Ilaria; Maggini, Marco; Melacci, Stefano; Sarti, Lorenzo
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks
2022-01-01 Marullo, Simone; Tiezzi, Matteo; Gori, Marco; Melacci, Stefano
Can machines learn to see without visual databases?
2021-01-01 Betti, Alessandro; Gori, Marco; Melacci, Stefano; Pelillo, Marcello; Roli, Fabio
Cognitive Action Laws: The Case of Visual Features
2020-01-01 Betti, Alessandro; Gori, Marco; Melacci, Stefano
Coherence constraints in facial expression recognition
2019-01-01 Graziani, L.; Melacci, S.; Gori, M.
Combining deep learning and symbolic processing for extracting knowledge from raw text
2018-01-01 Zugarini, Andrea; Morvan, Jérémy; Melacci, Stefano; Knerr, Stefan; Gori, Marco
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
Constraint Verification With Kernel Machines
2013-01-01 Gori, Marco; Melacci, Stefano
Continual Learning through Hamilton Equations
2022-01-01 Betti, Alessandro; Faggi, Lapo; Gori, Marco; Tiezzi, Matteo; Marullo, Simone; Meloni, Enrico; Melacci, Stefano
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| A constrained machine-learning paradigm | 1-gen-2016 | Gnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello | - | |
| A Constraint-Based Approach to Learning and Explanation | 1-gen-2020 | Ciravegna, Gabriele; Giannini, Francesco; Melacci, Stefano; Maggini, Marco; Gori, Marco | - | |
| A lagrangian approach to information propagation in graph neural networks | 1-gen-2020 | Tiezzi, M.; Marra, G.; Melacci, S.; Maggini, M.; Gori, M. | - | |
| A language modeling-like approach to sketching | 1-gen-2021 | Graziani, L.; Gori, M.; Melacci, S. | - | |
| A machine-learning paradigm that includes pointwise constraints | 1-gen-2014 | Gnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello | - | |
| A neural network approach to similarity learning | 1-gen-2008 | Melacci, Stefano; Sarti, Lorenzo; Maggini, Marco; Bianchini, Monica | - | |
| A template-based approach to automatic face enhancement | 1-gen-2010 | Melacci, Stefano; Sarti, Lorenzo; Maggini, Marco; Gori, Marco | - | |
| A theoretical framework for supervised learning from regions | 1-gen-2014 | Gnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello | - | |
| Aesthetical standards and new technologies: a comparison | 1-gen-2012 | Ferroni, Serena; Borracchini, Andrea; Melacci, Stefano; Doldo, Tiziana | - | |
| An unsupervised character-aware neural approach to word and context representation learning | 1-gen-2018 | Marra, Giuseppe; Zugarini, Andrea; Melacci, Stefano; Maggini, Marco | - | |
| Asynchronous Distributed Learning From Constraints | 1-gen-2020 | Farina, Francesco; Melacci, Stefano; Garulli, Andrea; Giannitrapani, Antonio | - | |
| Autoassociative Neural Network based Active Shape Models | 1-gen-2008 | Castelli, Ilaria; Maggini, Marco; Melacci, Stefano; Sarti, Lorenzo | - | |
| Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks | 1-gen-2022 | Marullo, Simone; Tiezzi, Matteo; Gori, Marco; Melacci, Stefano | - | |
| Can machines learn to see without visual databases? | 1-gen-2021 | Betti, Alessandro; Gori, Marco; Melacci, Stefano; Pelillo, Marcello; Roli, Fabio | - | |
| Cognitive Action Laws: The Case of Visual Features | 1-gen-2020 | Betti, Alessandro; Gori, Marco; Melacci, Stefano | - | |
| Coherence constraints in facial expression recognition | 1-gen-2019 | Graziani, L.; Melacci, S.; Gori, M. | - | |
| Combining deep learning and symbolic processing for extracting knowledge from raw text | 1-gen-2018 | Zugarini, Andrea; Morvan, Jérémy; Melacci, Stefano; Knerr, Stefan; Gori, Marco | - | |
| 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 | - | |
| Constraint Verification With Kernel Machines | 1-gen-2013 | Gori, Marco; Melacci, Stefano | - | |
| Continual Learning through Hamilton Equations | 1-gen-2022 | Betti, Alessandro; Faggi, Lapo; Gori, Marco; Tiezzi, Matteo; Marullo, Simone; Meloni, Enrico; Melacci, Stefano | - |