Pelegrina, Guilherme Dean

1. A k-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning
   2022/11/03 by Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Pelegrina, Guilherme Dean +3 · 2 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making
2. A statistical approach to detect sensitive features in a group fairness setting
   2023/05/11 by Pelegrina, Guilherme Dean, Couceiro, Miguel, Duarte, Leonardo Tomazeli · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)