Sfoglia per Autore
VC dimension of Graph Neural Networks with Pfaffian activation functions
2025-01-01 D'Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco
Comparison of Reservoir Computing topologies using the Recurrent Kernel approach
2025-01-01 D'Inverno, Giuseppe Alessio; Dong, Jonathan
Generalization limits of Graph Neural Networks in identity effects learning
2025-01-01 D'Inverno, Giuseppe Alessio; Brugiapaglia, Simone; Ravanelli, Mirco
Theoretical Properties of Graph Neural Networks
2024-04-29 D'Inverno, GIUSEPPE ALESSIO
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
Diagnostic Enface Imaging of Retinal Vascularization: Topological Reconstruction and Intersection Identification
2024-01-01 Fontana, Carlotta; D'Inverno, Giuseppe Alessio; Cappetti, Nicola
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
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
Splines Parameterization of Planar Domains by Physics-Informed Neural Networks
2023-01-01 Falini, A.; D'Inverno, G. A.; Sampoli, M. L.; Mazzia, F.
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
| Titolo | Data di pubblicazione | Autore(i) | File | Abstract |
|---|---|---|---|---|
| VC dimension of Graph Neural Networks with Pfaffian activation functions | 1-gen-2025 | D'Inverno, Giuseppe Alessio; Bianchini, Monica; Scarselli, Franco | - | |
| Comparison of Reservoir Computing topologies using the Recurrent Kernel approach | 1-gen-2025 | D'Inverno, Giuseppe Alessio; Dong, Jonathan | - | |
| Generalization limits of Graph Neural Networks in identity effects learning | 1-gen-2025 | D'Inverno, Giuseppe Alessio; Brugiapaglia, Simone; Ravanelli, Mirco | - | |
| Theoretical Properties of Graph Neural Networks | 29-apr-2024 | D'Inverno, GIUSEPPE ALESSIO | - | |
| 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 | - | |
| Diagnostic Enface Imaging of Retinal Vascularization: Topological Reconstruction and Intersection Identification | 1-gen-2024 | Fontana, Carlotta; D'Inverno, Giuseppe Alessio; Cappetti, Nicola | - | |
| 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 | - | |
| 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 | - | |
| Splines Parameterization of Planar Domains by Physics-Informed Neural Networks | 1-gen-2023 | Falini, A.; D'Inverno, G. A.; Sampoli, M. L.; Mazzia, F. | - | |
| 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 | - |
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