Lorenzo Valerio

Lorenzo Valerio

Researcher

IIT-CNR

Biography

I’m a permanent researcher at the Ubiquitous Internet group of IIT-CNR in Italy.

I design and develop machine learning and distributed learning algorithms for resource-constrained devices, mainly targeting the Edge/IoT and Industry 4.0 domains.

In the past, I worked on cellular traffic offloading solutions based on Reinforcement Learning and autonomic data dissemination algorithms for opportunistic networks.

Interests
  • Artificial Intelligence
  • Deep Learning
  • Distributed/Decentralised Learning
  • Resource-efficient Learning
  • Opportunistic networking
  • Mobile networking
  • Edge computing
  • Anomay detection
  • Predictive Maintenance
Education
  • PhD in Mathematics and Statistics for Computational Sciences, 2012

    Maths Dept. Univerty of Milan, Italy

  • MSc in Information and Communication Technologies, 2008

    ICT Dept. University of Milan, Italy

  • BSc in Computer Science, 2005

    Computer Science Dept. University of Milan, Italy

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