Invariant Learning via Probability of Sufficient and Necessary Causes

Mengyue Yang, Zhen Fang, Yonggang Zhang +5

Out-of-distribution (OOD) generalization is indispensable for learning models in the wild, where testing distribution typically unknown and different from the training. Recent meth…