Rémi Le Priol

1. Out-of-Distribution Generalization via Risk Extrapolation (REx)
   2020/03/02 by David Krueger, Ethan Caballero, Krueger, David +13 · 109 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Gaussian Processes and Bayesian Inference
2. Disentanglement via Mechanism Sparsity Regularization: A New Principle\n for Nonlinear ICA
   2021/07/21 by Sébastien Lachapelle, Pau Rodríguez López, Lachapelle, Sébastien +11 · 24 citations
   Computer Science · #Blind Source Separation Techniques #Neural Networks and Reservoir Computing #Neural Networks and Applications
3. Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies
   2024/01/10 by Sébastien Lachapelle, Pau Rodríguez López, Lachapelle, Sébastien +11 · 8 citations
   Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #cs.LG #stat.ML