Short Bio
I am a Research Fellow at the Scuola Normale Superiore in Pisa, Italy, where I am part of the Knowledge Discovery and Data Mining Laboratory (KDD Lab), mostly involved in the FAIR – Future Artificial Intelligence Research – research project. I was a researcher at the CINI (Consorzio Interuniversitario Nazionale per l’Informatica) on the European project TAILOR – Foundations of Trustworthy AI, Integrating Reasoning, Learning and Optimization. I obtained my PhD at the University of Siena, Italy, being part of the Siena Artificial Intelligence Laboratory (SAILab) in 2019 under the supervision of Prof. Marco Maggini and Prof. Marco Gori. I obtained both the Bachelor and Master degrees in Mathematical Logic at the University of Siena, Italy.
My research interests mainly focus on methodologies to integrate Mathematical Logic theories and Machine Learning techniques. In particular, I am interested in Neural-Symbolic approaches where the domain of discourse includes relational structures expressed by logical constraints, possibly under vague and uncertain conditions, and in the investigation of interpretable by-design AI models, as well as Explainable AI techniques.
Publications