Mirko Nardi

According to our database, Mirko Nardi authored at least 6 papers between 2019 and 2026.

Collaborative distances:

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

2026

Federated clustering: An unsupervised cluster-wise training for decentralized data distributions.

Mirko Nardi, Lorenzo Valerio, Andrea Passarella

Future Gener. Comput. Syst., 2026

2025

Improving Communication-Efficiency for Decentralized Federated Clustering.

Mirko Nardi, Lorenzo Valerio

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

2023

Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario.

Mirko Nardi, Lorenzo Valerio, Andrea Passarella

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

Anomaly Detection Through Unsupervised Federated Learning.

Mirko Nardi, Lorenzo Valerio, Andrea Passarella

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

2021

Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial.

Mirko Nardi, Lorenzo Valerio, Andrea Passarella

Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2021

2019

A Novel Data-Centric Programming Model for Large-Scale Parallel Systems.

Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Javier García Blas, David del Rio Astorga, Philippe Couvée, Gaël Goret, Lionel Vincent, Alberto Fernández-Pena, Daniel Martín de Blas, Mirko Nardi, Teresa Pizzuti, Adrian F. Spataru, Marek Justyna

Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019