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Giuseppe Alessio D'Inverno
Giuseppe Alessio D'Inverno
Postdoctoral researcher @ SISSA, Trieste
Email verificata su sissa.it - Home page
Titolo
Citata da
Citata da
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On the approximation capability of GNNs in node classification/regression tasks
GA D’Inverno, M Bianchini, ML Sampoli, F Scarselli
Soft Computing 28 (13), 8527-8547, 2024
14*2024
Weisfeiler–Lehman goes dynamic: An analysis of the expressive power of graph neural networks for attributed and dynamic graphs
S Beddar-Wiesing, GA D’Inverno, C Graziani, V Lachi, A Moallemy-Oureh, ...
Neural Networks 173, 106213, 2024
82024
Splines parameterization of planar domains by physics-informed neural networks
A Falini, GA D’Inverno, ML Sampoli, F Mazzia
Mathematics 11 (10), 2406, 2023
32023
Visual sequential search test analysis: An algorithmic approach
GA D’Inverno, S Brunetti, ML Sampoli, DF Muresanu, A Rufa, M Bianchini
Mathematics 9 (22), 2952, 2021
32021
Generalization Limits of Graph Neural Networks in Identity Effects Learning
GA D'Inverno, S Brugiapaglia, M Ravanelli
arXiv preprint arXiv:2307.00134, 2023
12023
A topological description of loss surfaces based on Betti Numbers
MS Bucarelli, GA D’Inverno, M Bianchini, F Scarselli, F Silvestri
Neural Networks, 106465, 2024
2024
Theoretical Properties of Graph Neural Networks
GA D'Inverno
Università degli Studi di Siena, 2024
2024
Product of Tensors and Description of Networks
L Chiantini, GA D'Inverno, S Marziali
arXiv preprint arXiv:2402.06768, 2024
2024
Extension of Recurrent Kernels to different Reservoir Computing topologies
GA D'Inverno, J Dong
arXiv preprint arXiv:2401.14557, 2024
2024
VC dimension of Graph Neural Networks with Pfaffian activation functions
GA D'Inverno, M Bianchini, F Scarselli
arXiv preprint arXiv:2401.12362, 2024
2024
Diagnostic Enface Imaging of Retinal Vascularization: Topological Reconstruction and Intersection Identification
C Fontana, GA D’Inverno, N Cappetti
International Conference of the Italian Association of Design Methods and …, 2023
2023
On the Extension of the Weisfeiler-Lehman Hierarchy by WL Tests for Arbitrary Graphs
S Beddar-Wiesing, GA D'Inverno, C Graziani, V Lachi, A Moallemy-Oureh
18th International Workshop on Mining and Learning with Graphs, 0
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–12