Invariant Random Forest: Tree-Based Model Solution for OOD Generalization

Yufan Liao, Qi Wu, Xing Yan

Out-Of-Distribution (OOD) generalization is an essential topic in machine learning. However, recent research is only focusing on the corresponding methods for neural networks. This…