Algorithmic Fairness Datasets: the Story so Far A Fabris, S Messina, G Silvello, GA Susto Data Mining and Knowledge Discovery 36, 2074–2152, 2022 | 88 | 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 | 57 | 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 | 24 | 2023 |
Learning to quantify A Esuli, A Fabris, A Moreo, F Sebastiani Springer Nature, 2023 | 17* | 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 | 17 | 2021 |
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 | 12 | 2022 |
Gender Bias in Italian Word Embeddings. D Biasion, A Fabris, G Silvello, GA Susto CLiC-it, 2020 | 6* | 2020 |
Artificial intelligence across europe: A study on awareness, attitude and trust T Scantamburlo, A Cortés, F Foffano, C Barrué, V Distefano, L Pham, ... arXiv preprint arXiv:2308.09979, 2023 | 5 | 2023 |
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 |
Fairness and Bias in Algorithmic Hiring A Fabris, N Baranowska, MJ Dennis, P Hacker, J Saldivar, FZ Borgesius, ... arXiv preprint arXiv:2309.13933, 2023 | 4 | 2023 |
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 | 4 | 2023 |
Dissatisfaction induced by pairwise swaps A Fabris, G Silvello, GA Susto, AJ Biega Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023 …, 2023 | 1 | 2023 |
Measuring Gender Stereotype Reinforcement in Information Retrieval Systems. A Fabris, A Purpura, G Silvello, GA Susto IIR, 2021 | 1 | 2021 |
UNIPD at Covid-19 MLIA GM Di Nunzio, D Dosso, A Fabris, G Faggioli, N Ferro, F Giachelle, ... MLIA COVID-19, 2020 | 1 | 2020 |
Lazy Data Practices Harm Fairness Research J Simson, A Fabris, C Kern arXiv preprint arXiv:2404.17293, 2024 | | 2024 |
Non-discrimination law in Europe: a primer. Introducing European non-discrimination law to non-lawyers FZ Borgesius, N Baranowska, P Hacker, A Fabris arXiv preprint arXiv:2404.08519, 2024 | | 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 | | 2024 |
A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services LV Piron, M Cederle, M Ceccon, F Chiariotti, A Fabris, M Fabris, GA Susto arXiv preprint arXiv:2403.15780, 2024 | | 2024 |
Algorithmic Fairness Datasets: Curation, Selection, and Applications A Fabris Università degli studi di Padova, 2023 | | 2023 |