D'INVERNO, GIUSEPPE ALESSIO
D'INVERNO, GIUSEPPE ALESSIO
Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche
A topological description of loss surfaces based on Betti Numbers
2024-01-01 Bucarelli, Maria Sofia; D’Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio
On the approximation capability of GNNs in node classification/regression tasks
2024-01-01 D'Inverno, GIUSEPPE ALESSIO; Bianchini, Monica; Sampoli, MARIA LUCIA; Scarselli, Franco
Splines Parameterization of Planar Domains by Physics-Informed Neural Networks
2023-01-01 Falini, A.; D'Inverno, G. A.; Sampoli, M. L.; Mazzia, F.
Theoretical Properties of Graph Neural Networks
2024-04-29 D'Inverno, GIUSEPPE ALESSIO
Visual Sequential Search Test Analysis: An Algorithmic Approach
2021-01-01 D'Inverno, GIUSEPPE ALESSIO; Brunetti, Sara; Sampoli, MARIA LUCIA; Fior Muresanu, Dafin; Rufa, Alessandra; Bianchini, Monica
Weisfeiler–Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphs
2024-01-01 Beddar-Wiesing, Silvia; D’Inverno, Giuseppe Alessio; Graziani, Caterina; Lachi, Veronica; Moallemy-Oureh, Alice; Scarselli, Franco; Thomas, Josephine Maria
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| A topological description of loss surfaces based on Betti Numbers | 1-gen-2024 | Bucarelli, Maria Sofia; D’Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco; Silvestri, Fabrizio | - | |
| On the approximation capability of GNNs in node classification/regression tasks | 1-gen-2024 | D'Inverno, GIUSEPPE ALESSIO; Bianchini, Monica; Sampoli, MARIA LUCIA; Scarselli, Franco | - | |
| Splines Parameterization of Planar Domains by Physics-Informed Neural Networks | 1-gen-2023 | Falini, A.; D'Inverno, G. A.; Sampoli, M. L.; Mazzia, F. | - | |
| Theoretical Properties of Graph Neural Networks | 29-apr-2024 | D'Inverno, GIUSEPPE ALESSIO | - | |
| Visual Sequential Search Test Analysis: An Algorithmic Approach | 1-gen-2021 | D'Inverno, GIUSEPPE ALESSIO; Brunetti, Sara; Sampoli, MARIA LUCIA; Fior Muresanu, Dafin; Rufa, Alessandra; Bianchini, Monica | - | |
| Weisfeiler–Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphs | 1-gen-2024 | Beddar-Wiesing, Silvia; D’Inverno, Giuseppe Alessio; Graziani, Caterina; Lachi, Veronica; Moallemy-Oureh, Alice; Scarselli, Franco; Thomas, Josephine Maria | - |