Scholar
Lorenzo Valerio
Google Scholar ID: CjoX4voAAAAJ
IIT-CNR
Citations & Impact
Citations
338
H-index
11
i10-index
14
Publications
20
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers on federated learning, edge AI, anomaly detection, and decentralized analytics
- Key publications include: 'Anomaly Detection through Unsupervised Federated Learning', 'Dynamic hard pruning of neural networks at the edge of the internet', 'Federated feature selection for cyber-physical systems of systems'
- Involved in major EU and national projects: HumanE AI-Net, MARVEL, PNRR-FAIR, PNRR-RESTART, TRANTOR, OK-INSAID, MOTO
- Chaired the 2nd IEEE International Workshop on Pervasive and Resource-constrained AI (PeRConAI) at PerCom 2023
- Delivered a lecture on Model Compression/Pruning for DNNs at the School on Deep Learning for Autonomous Systems and Smart Cities (Aarhus University, 2023)
