Munir Hiabu

1. Unifying local and global model explanations by functional decomposition of low dimensional structures
   2022/08/12 by Munir Hiabu, Hiabu, Munir, Joseph T. Meyer +3 · 2 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Computing and Data Management #Statistics Theory (math.ST)
2. Consistency of Random Forest Type Algorithms under a Probabilistic Impurity Decrease Condition
   2023/09/04 by Ricardo Blum, Munir Hiabu, Blum, Ricardo +5 · 1 citation
   Computer Science · #Neural Networks and Applications #Data Mining Algorithms and Applications
3. Pure interaction effects unseen by Random Forests
   2024/06/19 by Ricardo Blum, Blum, Ricardo, Munir Hiabu +5 · 1 citation
   Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Rough Sets and Fuzzy Logic