Gabriele La Malfa

According to our database, Gabriele La Malfa authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Deep Neural Networks via Complex Network Theory: A Perspective.

Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Using Protected Attributes to Consider Fairness in Multi-Agent Systems.

Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black

Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2022

Deep Neural Networks as Complex Networks.

Emanuele La Malfa, Gabriele La Malfa, Claudio Caprioli, Giuseppe Nicosia, Vito Latora

CoRR, 2022

2021

Distilling Financial Models by Symbolic Regression.

Gabriele La Malfa, Emanuele La Malfa, Roman V. Belavkin, Panos M. Pardalos, Giuseppe Nicosia

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks.

Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021