2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025
MFGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness
Jansen S. B. Pereira, Giovani Valdrighi, Marcos Medeiros Raimundo
In recent years, fairness in machine learning has emerged as a critical concern to ensure that developed and deployed predictive models do not have disadvantageous predictions for…
cs.LG2024★ 2 cited
Best Practices for Responsible Machine Learning in Credit Scoring
Giovani Valdrighi, Athyrson M. Ribeiro, Jansen S. B. Pereira +8
The widespread use of machine learning in credit scoring has brought significant advancements in risk assessment and decision-making. However, it has also raised concerns about pot…