I am a postdoc researcher at the Department of Computer Science of the University of Pisa, working with the Computational intelligence and Machine Learning group (CIML) and the Pervasive AI Lab (PAILab). I am also a member of ContinualAI and the lead maintainer of Avalanche, a continual learning library.
My research is focused on continual learning methods applied to deep learning models. I started working with recurrent neural networks and sequential domains but I am also exploring computer vision problems. In my view, continual learning is one of the key elements to design scalable and efficient deep learning models.