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Vincenzo Lomonaco

Postdoc, Università di Bologna

Personal website

Interests

  • Continual Learning
  • Deep Learning
  • Artificial Intelligence

Education

  • PhD in Computer Science, 2019

    Alma Mater Studiorum - Università di Bologna

  • M.Sc. in Computer Science, 2015

    Alma Mater Studiorum - Università di Bologna

  • B.S. in Computer Science, 2013

    Università di Modena e Reggio Emilia

Projects

  • Robustness-Stability-Plasticity Trilemma

Biography

I’m a Postdoctoral Researcher at the University of Bologna, Italy (supervisor: Davide Maltoni) and Co-Founding President of ContinualAI, a non-profit research organization and the largest open community on Continual Learning for AI. Currently, I’m also a Co-founder and Board Member of AI for People and Director of the ContinualAI Lab. I obtained my PhD at UniBo in early 2019 with a dissertation titled “Continual Learning with Deep Architectures”: a natural continuation of my master’s thesis on bio-inspired deep architectures I started in 2014.

For more than 5 years I have been working as a teaching assistant for the Machine Learning and Computer Architectures courses in the Department of Computer Science of Engineering (DISI). In the past I’ve been a Visiting Research Scientist at Numenta (supervisor: Jeff Hawkins) in 2019, at ENSTA ParisTech (supervisor: David Filliat) in 2018 and at Purdue University (supervisor: Eugenio Culurciello) in 2017. Even before, I was a Machine Learning Software Engineer @ iDL in-line Devices and a Master Student @ UniBo.

My main research interest and passion is about Continual Learning in all its facets. In particular, I love to study Continual Learning under three main lights: Neuroscience, Deep Learning and Practical Applications, all within a AI Sustainability developmental framework.

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