Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 38th cycle (2022-2025)
Department of Control and Computer Engineering (DAUIN)
External Collaborator
International Affairs (INCAM)
Docente esterno e/o collaboratore didattico
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
Responsible AI: from principles to industrial practices
Tutors
Research presentation
Research interests
Biography
I study data fairness in order to promote a responsible development and use of ML/AI technologies, in order to reduce algorithmic discrimination. My research goal is to address the challenges of fairness and accountability in AI pipelines, specifically for tabular training datasets containing sensitive data.
Teaching
Teachings
Master of Science
- Sistemi informativi aziendali. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
- Data Ethics and Data Protection. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Sistemi informativi aziendali. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
Bachelor of Science
- Politica e tecnica (Grandi Sfide - Digitale). A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
- Politica e tecnica (Grandi Sfide - Digitale). A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
Research
Research groups
Publications
Latest publications View all publications in Porto@Iris
- Rondina, Marco; Vetro', Antonio; Coppola, Riccardo; Regragui, Oumaima; Fabris, ... (In stampa)
Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain. In: 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications, Athens (Greece), 1st - 2nd October 2024
Contributo in Atti di Convegno (Proceeding) - Rondina, Marco; Vinci, Fabiana; Vetro', Antonio; DE MARTIN, JUAN CARLOS (2025)
Facial Analysis Systems and Down Syndrome. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - 3rd Workshop on Bias and Fairness in AI, Torino (IT), September 18-22, 2023, pp. 145-160. ISSN 1865-0937. ISBN: 978-3-031-74630-7
Contributo in Atti di Convegno (Proceeding) - Rondina, Marco; Vetro', Antonio; Fabris, Alessandro; Silvello, Gianmaria; Susto, Gian ... (2025)
Experience: Bridging Data Measurement and Ethical Challenges with Extended Data Briefs. In: ACM JOURNAL OF DATA AND INFORMATION QUALITY. ISSN 1936-1955
Contributo su Rivista - Rondina, Marco; Vetro', Antonio; De Martin, Juan Carlos (2023)
Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation. In: 22nd Portuguese Conference on Artificial Intelligence, Horta, Faial Island, Azores, September 5 – September 8, 2023, pp. 79-91. ISSN 1611-3349. ISBN: 978-3-031-49007-1
Contributo in Atti di Convegno (Proceeding) - Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; ... (2023)
Designing Logic Tensor Networks for Visual Sudoku puzzle classification. In: 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023), Certosa di Pontignano, Siena (Italia), July 3-5, 2023, pp. 223-232. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)