Jean-Marie Lagniez
- Trading Complexity for Sparsity in Random Forest Explanations
2021/08/11 by Gilles Audemard, Audemard, Gilles, Steve Bellart +9 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6
- Computing Abductive Explanations for Boosted Trees
2022/09/16 by Gilles Audemard, Jean-Marie Lagniez, Audemard, Gilles +5 · 7 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- On the Explanatory Power of Decision Trees
2021/08/11 by Gilles Audemard, Audemard, Gilles, Steve Bellart +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6
- AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries
2026/07/22 by Mengda Xing, Jean-Marie Lagniez, Alejandro Franco
Computer Science · #cs.LG #cs.AI
- MiSS: A Logic-Driven Explanation of Minimal Sufficient Coalitions for Point Cloud Classifiers
2026/07/27 by Mengda Xing, Jean-Marie Lagniez
Computer Science · #cs.AI