CV
Education
- Postdoc in Machine Learning and Computer Security, University of Oslo, 2018-2021
- Ph.D. in Machine Learning, University of Manchester, 2013-2017
- M.Sc. in Mathematics and Foundations of Computer Science, University of Oxford, 2011-2012
- M.Sc. in Computer Engineering, Politecnico di Milano, 2007-2010
- Erasmus Exchange in Computer Science Department, University College London, 2007-2008
- B.Sc. in Computer Engineering, Politecnico di Milano, 2004-2007
- Diploma in Classical and Humanistic Studies, Liceo Classico S.M. Legnani, 1999-2004
Work experience
- September 2009 - August 2010: Research Trainee
- NTT Basic Research Laboratories, Atsugi, Japan
- Duties included: Research on neural networks
- Supervisor: Dr Akiyoshi Shimada
Specialized Courses
- Advanced Course on Data Science and Machine Learning, Siena, 2019
- Summer School on Regularization Methods for Machine Learning, University of Genoa, 2016
- Summer School on Quantum Information, University of Waterloo, 2016
- Athens Programme on Collective Intelligence, École Nationale Supérieure des Télécommunications, 2009
Funding and Award
- Best paper at UAI 2022 Workshop on Causal Representation Learning, 2022
- Turing Post-doctoral Award (PDEA), 2022
- Kilburn Scholarship, 2013-2016
- Isabella Sassi-Bonadonna Scholarship, 2012
- Vulcanus Scholarship, 2009
Publications
Talks
Teaching
Workshop Organization
- Causal Abstractions and Representations Workshop, UAI 2025
Journal Reviewing
- Journal of Machine Learning Research (JMLR)
- Bayesian Analysis
- Elsevier Neural Networks
- Elsevier Computers and Security
- IEEE Transaction on Information Forensics and Security
- Entropy
- Nordic Machine Intelligence (NMI)
- MDPI Informatics
Programme Committee
- Uncertainty in Artificial Intelligence (UAI) 2025
- Causal Learning and Reasoning (CLeaR) 2024
- Theoretical Aspects of Rationality and Knowledge (TARK) 2023
- International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2023
- International Conference on Learning Representations (ICLR) 2023
- Neural Information Processing Systems (NeurIPS) 2021
- International Conference on Learning Representations (ICLR) 2021
- AAAI Conference on Artificial Intelligence 2021
- International Conference on Machine Learning (ICML) 2020
- AAAI Conference on Artificial Intelligence 2020
- International Joint Conference on Artificial Intelligence (IJCAI) 2019
- Norwegian Artificial Intelligence Society (NAIS) Symposium 2019
- Nordsec 2018-2019
- IEEE Bigdata Workshop Cyberhunt 2018-2022
Grant Reviewing
- ANR Programme Jeunes Chercheuses et Jeunes Chercheurs
- ETH Pioneer
