Mattia Jacopo Villani

According to our database, Mattia Jacopo Villani authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Trading-off Accuracy and Communication Cost in Federated Learning.

Mattia Jacopo Villani, Emanuele Natale, Frederik Mallmann-Trenn

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks.

Nandi Schoots, Mattia Jacopo Villani, Niels uit de Bos

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

PICE: Polyhedral Complex Informed Counterfactual Explanations.

Mattia Jacopo Villani, Emanuele Albini, Shubham Sharma, Saumitra Mishra, Salim Ibrahim Amoukou, Daniele Magazzeni, Manuela Veloso

Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) - Full Archival Papers, October 21-23, 2024, San Jose, California, USA, 2024

2023

Any Deep ReLU Network is Shallow.

Mattia Jacopo Villani, Nandi Schoots

CoRR, 2023

Unwrapping All ReLU Networks.

Mattia Jacopo Villani, Peter McBurney

CoRR, 2023

2022

Feature Importance for Time Series Data: Improving KernelSHAP.

Mattia Jacopo Villani, Joshua Lockhart, Daniele Magazzeni

CoRR, 2022