| A clarification of the nuances in the fairness metrics landscape A Castelnovo, R Crupi, G Greco, D Regoli, IG Penco, AC Cosentini Scientific Reports 12 (1), 4209, 2022 | 117 | 2022 |
| The zoo of fairness metrics in machine learning A Castelnovo, R Crupi, G Greco, D Regoli arXiv preprint arXiv:2106.00467, 2021 | 32 | 2021 |
| Befair: Addressing fairness in the banking sector A Castelnovo, R Crupi, G Del Gamba, G Greco, A Naseer, D Regoli, ... 2020 IEEE International Conference on Big Data (Big Data), 3652-3661, 2020 | 21 | 2020 |
| Towards fairness through time A Castelnovo, L Malandri, F Mercorio, M Mezzanzanica, A Cosentini Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 18 | 2021 |
| Counterfactual explanations as interventions in latent space R Crupi, A Castelnovo, D Regoli, B San Miguel Gonzalez Data Mining and Knowledge Discovery, 1-37, 2022 | 17 | 2022 |
| Bias on demand: a modelling framework that generates synthetic data with bias J Baumann, A Castelnovo, R Crupi, N Inverardi, D Regoli Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 15* | 2023 |
| FFTree: A flexible tree to handle multiple fairness criteria A Castelnovo, A Cosentini, L Malandri, F Mercorio, M Mezzanzanica Information Processing & Management 59 (6), 103099, 2022 | 8 | 2022 |
| Preserving Utility in Fair Top-k Ranking with Intersectional Bias N Alimonda, A Castelnovo, R Crupi, F Mercorio, M Mezzanzanica International Workshop on Algorithmic Bias in Search and Recommendation, 59-73, 2023 | 2 | 2023 |
| Leveraging Causal Relations to Provide Counterfactual Explanations and Feasible Recommendations to End Users. R Crupi, BSM González, A Castelnovo, D Regoli ICAART (2), 24-32, 2022 | 2 | 2022 |
| Towards Responsible AI in Banking: Addressing Bias for Fair Decision-Making A Castelnovo arXiv preprint arXiv:2401.08691, 2024 | 1 | 2024 |
| Bias on demand: investigating bias with a synthetic data generator J Baumann, A Castelnovo, A Cosentini, R Crupi, N Inverardi, D Regoli 32nd International Joint Conference on Artificial Intelligence (IJCAI …, 2023 | 1 | 2023 |
| Marrying LLMs with Domain Expert Validation for Causal Graph Generation A Castelnovo, R Crupi, F Mercorio, M Mezzanzanica, D Potertì, D Regoli | | 2024 |
| Evaluative Item-Contrastive Explanations in Rankings A Castelnovo, R Crupi, N Mombelli, G Nanino, D Regoli arXiv preprint arXiv:2312.10094, 2023 | | 2023 |
| Fair Enough? A map of the current limitations of the requirements to have" fair''algorithms A Castelnovo, N Inverardi, G Nanino, IG Penco, D Regoli arXiv preprint arXiv:2311.12435, 2023 | | 2023 |
| Leveraging Group Contrastive Explanations for Handling Fairness A Castelnovo, N Inverardi, L Malandri, F Mercorio, M Mezzanzanica, ... World Conference on Explainable Artificial Intelligence, 332-345, 2023 | | 2023 |
| An Open-Source Toolkit to Generate Biased Datasets J Baumann, A Castelnovo, R Crupi, N Inverardi, D Regoli | | 2023 |
| Extending Decision Tree to Handle Multiple Fairness Criteria A Castelnovo Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022 | | 2022 |
Riccardo CrupiPhD student, University of UdineVerified email at spes.uniud.it
