CASTELNOVO, ALESSANDRO
CASTELNOVO, ALESSANDRO
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
Augmenting XAI with LLMs: A Case Study in Banking Marketing Recommendation
2024 Castelnovo, A; Depalmas, R; Mercorio, F; Mombelli, N; Potertì, D; Serino, A; Seveso, A; Sorrentino, S; Viola, L
Towards Responsible AI in Banking: Addressing Bias for Fair Decision-Making
2024 Castelnovo, A
Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias
2023 Baumann, J; Castelnovo, A; Crupi, R; Inverardi, N; Regoli, D
Leveraging Group Contrastive Explanations for Handling Fairness
2023 Castelnovo, A; Inverardi, N; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Marrying LLMs with Domain Expert Validation for Causal Graph Generation
2023 Castelnovo, A; Crupi, R; Mercorio, F; Mezzanzanica, M; Potertì, D; Regoli, D
Preserving Utility in Fair Top-k Ranking with Intersectional Bias
2023 Alimonda, N; Castelnovo, A; Crupi, R; Mercorio, F; Mezzanzanica, M
A clarification of the nuances in the fairness metrics landscape
2022 Castelnovo, A; Crupi, R; Greco, G; Regoli, D; Penco, I; Cosentini, A
Counterfactual explanations as interventions in latent space
2022 Crupi, R; Castelnovo, A; Regoli, D; Gonzalez, B
FFTree: A flexible tree to handle multiple fairness criteria
2022 Castelnovo, A; Cosentini, A; Malandri, L; Mercorio, F; Mezzanzanica, M
Towards Fairness Through Time
2021 Castelnovo, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Cosentini, A
BeFair: Addressing Fairness in the Banking Sector
2020 Castelnovo, A; Crupi, R; Gamba, G; Greco, G; Naseer, A; Regoli, D; Miguel Gonzalez, B