Poinsot, Audrey

1. Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges
   2024/05/08 by Poinsot, Audrey, Leite, Alessandro, Chesneau, Nicolas +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
   2025/08/12 by Audrey Poinsot, Poinsot, Audrey, Panayiotis Panayiotou +9 · 3 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #Statistical Methods and Inference