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Alessandro Fabris
Alessandro Fabris
Max Planck Institute for Security and Privacy (MPI-SP)
Verified email at mpi-sp.org - Homepage
Title
Cited by
Cited by
Year
Algorithmic Fairness Datasets: the Story so Far
A Fabris, S Messina, G Silvello, GA Susto
Data Mining and Knowledge Discovery 36, 2074–2152, 2022
842022
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
562020
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
232023
Learning to quantify
A Esuli, A Fabris, A Moreo, F Sebastiani
Springer Nature, 2023
162023
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
152021
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
112022
Gender Bias in Italian Word Embeddings.
D Biasion, A Fabris, G Silvello, GA Susto
CLiC-it, 2020
6*2020
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
52021
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
52017
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
42023
Fairness and Bias in Algorithmic Hiring
A Fabris, N Baranowska, MJ Dennis, P Hacker, J Saldivar, FZ Borgesius, ...
arXiv preprint arXiv:2309.13933, 2023
32023
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
32023
Dissatisfaction induced by pairwise swaps
A Fabris, G Silvello, GA Susto, AJ Biega
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023 …, 2023
12023
Measuring Gender Stereotype Reinforcement in Information Retrieval Systems.
A Fabris, A Purpura, G Silvello, GA Susto
IIR, 2021
12021
UNIPD at Covid-19 MLIA
GM Di Nunzio, D Dosso, A Fabris, G Faggioli, N Ferro, F Giachelle, ...
MLIA COVID-19, 2020
12020
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
Non-discrimination law in Europe, a primer. Introducing European non-discrimination law to non-lawyers
F Zuiderveen Borgesius, P Hacker, N Baranowska, A Fabris
Introducing European non-discrimination law to non-lawyers (April 7, 2024), 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
A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services
L Vittorio Piron, M Cederle, M Ceccon, F Chiariotti, A Fabris, M Fabris, ...
arXiv e-prints, arXiv: 2403.15780, 2024
2024
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