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ORCIDDomenico Tortorella
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2020 – today
- 2024
[j3]Alessio Micheli
, Domenico Tortorella:
Designs of graph echo state networks for node classification. Neurocomputing 597: 127965 (2024)- [c9]Domenico Tortorella, Alessio Micheli:
Onion Echo State Networks - A Preliminary Analysis of Dynamics. ICANN (10) 2024: 117-128 - [c8]Andrea Ceni, Peter Ford Dominey, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Domenico Tortorella:
Continuously Deep Recurrent Neural Networks. ECML/PKDD (7) 2024: 59-73 - 2023
- [j2]Alessio Micheli, Domenico Tortorella:
Addressing heterophily in node classification with graph echo state networks. Neurocomputing 550: 126506 (2023) - [c7]Matteo Pardi, Domenico Tortorella, Alessio Micheli:
Entropy Based Regularization Improves Performance in the Forward-Forward Algorithm. ESANN 2023 - [c6]Domenico Tortorella, Alessio Micheli:
Richness of Node Embeddings in Graph Echo State Networks. ESANN 2023 - [c5]Domenico Tortorella, Alessio Micheli:
Minimum Spanning Set Selection in Graph Kernels. GbRPR 2023: 15-24 - [i5]Alessio Micheli, Domenico Tortorella:
Addressing Heterophily in Node Classification with Graph Echo State Networks. CoRR abs/2305.08233 (2023) - [i4]Domenico Tortorella, Alessio Micheli:
Is Rewiring Actually Helpful in Graph Neural Networks? CoRR abs/2305.19717 (2023) - 2022
- [j1]Alessio Micheli, Domenico Tortorella:
Discrete-time dynamic graph echo state networks. Neurocomputing 496: 85-95 (2022) - [c4]Domenico Tortorella, Alessio Micheli:
Beyond Homophily with Graph Echo State Networks. ESANN 2022 - [c3]Domenico Tortorella, Claudio Gallicchio, Alessio Micheli:
Hierarchical Dynamics in Deep Echo State Networks. ICANN (3) 2022: 668-679 - [c2]Domenico Tortorella, Claudio Gallicchio, Alessio Micheli:
Spectral Bounds for Graph Echo State Network Stability. IJCNN 2022: 1-8 - [i3]Domenico Tortorella, Alessio Micheli:
Beyond Homophily with Graph Echo State Networks. CoRR abs/2210.15731 (2022) - [i2]Domenico Tortorella, Alessio Micheli:
Leave Graphs Alone: Addressing Over-Squashing without Rewiring. CoRR abs/2212.06538 (2022) - 2021
- [c1]Domenico Tortorella, Alessio Micheli:
Dynamic Graph Echo State Networks. ESANN 2021 - [i1]Domenico Tortorella, Alessio Micheli:
Dynamic Graph Echo State Networks. CoRR abs/2110.08565 (2021)
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