Measuring datasets: quality, balance, documentation. How to detect risks in the AI pipeline
Internal seminar, Joint Research Center of the European Commission, Ispra, Italy
Talks and presentations
Intelligenza artificiale: dati, lavoro e discriminazioni
Talk, Fondazione Carifano, Fano, Italy
Responsible development and use of AI: a metric-based framework for enabling empirical evaluations
Student symposium talk, International Doctoral Symposium on Empirical Software Engineering (IDoESE 2024), Barcelona, Spain
Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain
Conference proceedings talk, 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications (FAIEMA24), Athens, Greece
Facial Analysis Systems and Down Syndrome
Conference proceedings talk, 3rd Workshop on Bias and Fairness in AI - BIAS 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2023), Torino, Italy
Completeness of datasets documentation on ML/AI repositories: an empirical investigation
Conference proceedings talk, 22nd Portuguese Conference on Artificial Intelligence (EPIA23), Horta, Faial Island, Azores, PT
Data Quality, Data Balance and Data Documentation: a framework
Student Symposium talk, 22nd Portuguese Conference on Artificial Intelligence (EPIA23), Horta, Faial Island, Azores, PT
100° Nexa Lunch Seminar. Produzione etica dei dataset per l’intelligenza artificiale: il ruolo della documentazione
Talk, Nexa Center for Internet & Society, Torino, Italy