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publications
Designing Logic Tensor Networks for Visual Sudoku puzzle classification
Lia Morra, Alberto Azzari, Letizia Bergamasco, Marco Braga, Luigi Capogrosso, Federico Delrio, Giuseppe Di Giacomo, Simone Eiraudo, Giorgia Ghione, Rocce Giudice, Alkis Koudounas, Luca Piano, Daniele Cambrin Rege, Matteo Risso, Marco Rondina, Sebastian Alessandro, Marco Russo, Francesco Taioli, lorenzo Vaiani, Chiara Vercellino
Published in 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023), 2023
Given the increasing importance of the neurosymbolic (NeSy) approach in artificial intelligence, there is a growing interest in studying benchmarks specifically designed to emphasize the ability of AI systems to combine low-level representation learning with high-level symbolic reasoning. One such recent benchmark is Visual Sudoku Puzzle Classification, that combines visual... Read more
Recommended citation
Designing Logic Tensor Networks for Visual Sudoku puzzle classification / Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara. - ELETTRONICO. - 3432:(2023), pp. 223-232. (Intervento presentato al convegno 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) tenutosi a Certosa di Pontignano, Siena (Italia) nel July 3-5, 2023). https://hdl.handle.net/11583/2978475
Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation
Marco Rondina, Antonio Vetro’, Juan Carlos De Martin
Published in 22nd Portuguese Conference on Artificial Intelligence (EPIA 2023), 2023
ML/AI is the field of computer science and computer engineering that arguably received the most attention and funding over the last decade. Data is the key element of ML/AI, so it is becoming increasingly important to ensure that users are fully aware of the quality of the datasets that they... Read more
Recommended citation
Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation / Rondina, Marco; Vetro', Antonio; De Martin, Juan Carlos. - 14115:(2023), pp. 79-91. (Intervento presentato al convegno 22nd Portuguese Conference on Artificial Intelligence tenutosi a Horta, Faial Island, Azores nel September 5 – September 8, 2023) [10.1007/978-3-031-49008-8_7]. https://link.springer.com/chapter/10.1007/978-3-031-49008-8_7
Facial Analysis Systems and Down Syndrome
Marco Rondina, Fabiana Vinci, Antonio Vetro', Juan Carlos De Martin
Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2023) - 3rd Workshop on Bias and Fairness in AI (BIAS23). In press., 2023
The ethical, social and legal issues surrounding facial analysis technologies have been widely debated in recent years. Key critics have argued that these technologies can perpetuate bias and discrimination, particularly against marginalized groups. We contribute to this field by reporting on the limitations of facial analysis systems with the faces... Read more
Recommended citation
Facial Analysis Systems and Down Syndrome / Rondina, Marco; Vinci, Fabiana; Vetro', Antonio; DE MARTIN, JUAN CARLOS. - (In corso di stampa). (Intervento presentato al convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - 3rd Workshop on Bias and Fairness in AI tenutosi a Torino (IT) nel September 18-22, 2023). https://hdl.handle.net/11583/2982543
Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain
Marco Rondina, Antonio Vetro’, Riccardo Coppola, Oumaima Regragui, Alessandro Fabris, Gianmaria Silvello, Gian Antonio Susto, Juan Carlos De Martin
Published in 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications; 1st - 2nd October 2024; Athens, Greece., 2024
Context. As software systems become more integrated into society’s infrastructure, the responsibility of software professionals to ensure compliance with various non-functional requirements increases. These requirements include security, safety, privacy, and, increasingly, non-discrimination. Motivation. Fairness in pricing algorithms grants equitable access to basic services without discriminating on the basis of protected... Read more
Recommended citation
Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain / Rondina, Marco; Vetro', Antonio; Coppola, Riccardo; Regragui, Oumaima; Fabris, Alessandro; Silvello, Gianmaria; Susto, Gian Antonio; De Martin, Juan Carlos. - (In corso di stampa). (Intervento presentato al convegno 2nd International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications tenutosi a Athens (Greece) nel 1st - 2nd October 2024). https://hdl.handle.net/11583/2992086
talks
Facial Analysis Systems and Down Syndrome
Published:
Responsible development and use of AI: a metric-based framework for enabling empirical evaluations
Published:
teaching
Politica e tecnica (Grandi Sfide – Digitale)
Teaching assistant, Undergraduate course, Politecnico di Torino, 2022-2023
Sistemi Informativi Aziendali
Teaching assistant, Graduate course, Politecnico di Torino, 2023-2024
Data Ethics and Data Protection
Teaching assistant, Graduate course, Politecnico di Torino, 2023-2024
Politica e tecnica (Grandi Sfide – Digitale)
Teaching assistant, Undergraduate course, Politecnico di Torino, 2023-2024
Sistemi Informativi Aziendali
Teaching assistant, Graduate course, Politecnico di Torino, 2024-2025