Fundamental Computational Limits in Pursuing Invariant Causal Prediction and Invariance-Guided Regularization

Yihong Gu, Cong Fang, Yang Xu +2

Pursuing invariant prediction from heterogeneous environments opens the door to learning causality in a purely data-driven way and has several applications in causal discovery and…