Xavier Renard

1. The Dangers of Post-hoc Interpretability: Unjustified Counterfactual\n Explanations
   2019/07/22 by Thibault Laugel, Laugel, Thibault, Marie‐Jeanne Lesot +7 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
2. Inverse Classification for Comparison-based Interpretability in Machine Learning
   2017/12/22 by Thibault Laugel, Laugel, Thibault, Marie‐Jeanne Lesot +7 · 7 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
3. Defining Locality for Surrogates in Post-hoc Interpretablity
   2018/06/19 by Thibault Laugel, Laugel, Thibault, Xavier Renard +7 · 6 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification