Lorenzo Valerio, PhD Senior Researcher
I’m a permanent senior researcher at the Ubiquitous Internet group of IIT-CNR in Pisa, Italy. I design and develop machine learning and distributed learning algorithms for resource-constrained devices, mainly targeting the Pervasive Edge IoT domains. In the past, I worked on cellular traffic offloading solutions based on Reinforcement Learning and autonomic data dissemination algorithms for opportunistic networks.
Links: Google Scholar · DBLP · ORCID
Research Interests
- Machine Learning
- Decentralized Machine Learning
- Pervasive AI
- Causal Learning
- Energy-efficient Learning
- Federated Machine Unlearning
Education and Qualifications
- National qualification fo Associate Professor, 2029
Area 09/H1 - PhD in Mathematics and Statistics for Computational Science, 2012
Mathematics Dept. - University of Milan - MSc in Computer Science, 2008
Computer Science Dept. University of Milan - BSc in Computer Science, 2005
Computer Science Dept. University of Milan
Contact
Email: lorenzo.valerio@iit.cnr.it
Office: Room A10a, IIT-CNR, Pisa, Italy