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

Profile placeholder

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

Selected Publications

    Awards

      Projects

        Community Service

        Editorial Activity

          Organizing Committee

            TPC

              Talks

                Student Supervision