Miguel Romero

1. On Computing Probabilistic Explanations for Decision Trees
   2022/06/30 by Marcelo Arenas, Pablo Barceló, Arenas, Marcelo +5 · 5 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Rough Sets and Fuzzy Logic
2. The complexity of reverse engineering problems for conjunctive queries
   2016/06/03 by Pablo Barceló, Barcelo, Pablo, Miguel Romero +1 · 1 citation
   Computer Science · #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning and Algorithms #Machine Learning and Data Classification
3. The Distributional Uncertainty of the SHAP score in Explainable Machine Learning
   2024/01/23 by Santiago Cifuentes, Cifuentes, Santiago, Leopoldo Bertossi +9 · 1 citation
   Computer Science · #68T27 #68T37 #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)