| Algorithmic Fairness Datasets: the Story so Far A Fabris, S Messina, G Silvello, GA Susto Data Mining and Knowledge Discovery 36, 2074–2152, 2022 | 125 | 2022 |
| Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms A Fabris, A Purpura, G Silvello, GA Susto Information Processing & Management 57 (6), 102377, 2020 | 72 | 2020 |
| Measuring fairness under unawareness of sensitive attributes: A quantification-based approach A Fabris, A Esuli, A Moreo, F Sebastiani Journal of Artificial Intelligence Research 76, 1117-1180, 2023 | 32 | 2023 |
| Learning to quantify A Esuli, A Fabris, A Moreo, F Sebastiani Springer Nature, 2023 | 20* | 2023 |
| Algorithmic audit of italian car insurance: Evidence of unfairness in access and pricing A Fabris, A Mishler, S Gottardi, M Carletti, M Daicampi, GA Susto, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 458-468, 2021 | 20 | 2021 |
| Fairness and bias in algorithmic hiring: A multidisciplinary survey A Fabris, N Baranowska, MJ Dennis, D Graus, P Hacker, J Saldivar, ... ACM Transactions on Intelligent Systems and Technology, 2024 | 18 | 2024 |
| Tackling documentation debt: a survey on algorithmic fairness datasets A Fabris, S Messina, G Silvello, GA Susto Proceedings of the 2nd ACM Conference on Equity and Access in Algorithms …, 2022 | 18 | 2022 |
| Artificial intelligence across europe: A study on awareness, attitude and trust T Scantamburlo, A Cortés, F Foffano, C Barrué, V Distefano, L Pham, ... IEEE Transactions on Artificial Intelligence, 2024 | 12 | 2024 |
| Pairwise fairness in ranking as a dissatisfaction measure A Fabris, G Silvello, GA Susto, AJ Biega Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 8 | 2023 |
| Gender Bias in Italian Word Embeddings. D Biasion, A Fabris, G Silvello, GA Susto CLiC-it, 2020 | 7 | 2020 |
| Lazy data practices harm fairness research J Simson, A Fabris, C Kern The 2024 ACM Conference on Fairness, Accountability, and Transparency, 642-659, 2024 | 6 | 2024 |
| Incentives for item duplication under fair ranking policies GM Di Nunzio, A Fabris, G Silvello, GA Susto International Workshop on Algorithmic Bias in Search and Recommendation, 64-77, 2021 | 5 | 2021 |
| Dynamic probabilistic linear discriminant analysis for video classification A Fabris, MA Nicolaou, I Kotsia, S Zafeiriou 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 5 | 2017 |
| Software Systems Compliance with the AI Act: Lessons Learned from an International Challenge T Scantamburlo, P Falcarin, A Veneri, A Fabris, C Gallese, V Billa, ... Proceedings of the 2nd International Workshop on Responsible AI Engineering …, 2024 | 2 | 2024 |
| UNIPD at Covid-19 MLIA GM Di Nunzio, D Dosso, A Fabris, G Faggioli, N Ferro, F Giachelle, ... MLIA COVID-19, 2020 | 2 | 2020 |
| Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain M Rondina, A Vetrò, R Coppola, O Regragui, A Fabris, G Silvello, ... Horizons of AI: Ethical Considerations and Interdisciplinary Engagements-2nd …, 2024 | 1 | 2024 |
| Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark M Ceccon, DD Pezze, A Fabris, GA Susto arXiv preprint arXiv:2404.06859, 2024 | 1 | 2024 |
| A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services M Cederle, L Vittorio Piron, M Ceccon, F Chiariotti, A Fabris, M Fabris, ... arXiv e-prints, arXiv: 2403.15780, 2024 | 1 | 2024 |
| Dissatisfaction Induced by Pairwise Swaps. A Fabris, G Silvello, GA Susto, AJ Biega IIR, 66-71, 2023 | 1 | 2023 |
| Measuring Gender Stereotype Reinforcement in Information Retrieval Systems. A Fabris, A Purpura, G Silvello, GA Susto IIR, 2021 | 1 | 2021 |
Gian Antonio SustoAssociate Professor @ University of Padova, Co-founder @ StatwolfVerified email at dei.unipd.it
