2 papers
cs.LG2025
Comparing Credit Risk Estimates in the Gen-AI Era
Nicola Lavecchia, Sid Fadanelli, Federico Ricciuti +4
Generative AI technologies have demonstrated significant potential across diverse applications. This study provides a comparative analysis of credit score modeling techniques, cont…
cs.AI2024
Evaluating AI fairness in credit scoring with the BRIO tool
Greta Coraglia, Francesco A. Genco, Pellegrino Piantadosi +4
We present a method for quantitative, in-depth analyses of fairness issues in AI systems with an application to credit scoring. To this aim we use BRIO, a tool for the evaluation o…