On the Identifiability of Causal Abstractions

Xiusi Li, Sékou-Oumar Kaba, Siamak Ravanbakhsh

Causal representation learning (CRL) enhances machine learning models' robustness and generalizability by learning structural causal models associated with data-generating processe…