Domenico Tortorella

According to our database, Domenico Tortorella authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Designs of graph echo state networks for node classification.

Alessio Micheli, Domenico Tortorella

Neurocomputing, 2024

Continuously Deep Recurrent Neural Networks.

Andrea Ceni, Peter Ford Dominey, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Domenico Tortorella

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Onion Echo State Networks - A Preliminary Analysis of Dynamics.

Domenico Tortorella, Alessio Micheli

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Addressing heterophily in node classification with graph echo state networks.

Alessio Micheli, Domenico Tortorella

Neurocomputing, 2023

Is Rewiring Actually Helpful in Graph Neural Networks?

Domenico Tortorella, Alessio Micheli

CoRR, 2023

Minimum Spanning Set Selection in Graph Kernels.

Domenico Tortorella, Alessio Micheli

Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

Richness of Node Embeddings in Graph Echo State Networks.

Domenico Tortorella, Alessio Micheli

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Entropy Based Regularization Improves Performance in the Forward-Forward Algorithm.

Matteo Pardi, Domenico Tortorella, Alessio Micheli

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Discrete-time dynamic graph echo state networks.

Alessio Micheli, Domenico Tortorella

Neurocomputing, 2022

Leave Graphs Alone: Addressing Over-Squashing without Rewiring.

Domenico Tortorella, Alessio Micheli

CoRR, 2022

Spectral Bounds for Graph Echo State Network Stability.

Domenico Tortorella, Claudio Gallicchio, Alessio Micheli

Proceedings of the International Joint Conference on Neural Networks, 2022

Hierarchical Dynamics in Deep Echo State Networks.

Domenico Tortorella, Claudio Gallicchio, Alessio Micheli

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Beyond Homophily with Graph Echo State Networks.

Domenico Tortorella, Alessio Micheli

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Dynamic Graph Echo State Networks.

Domenico Tortorella, Alessio Micheli

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021