Multi-Domain Empirical Bayes for Linearly-Mixed Causal Representations

Bohan Wu, Julius von Kügelgen, David M. Blei

Causal representation learning (CRL) aims to learn low-dimensional causal latent variables from high-dimensional observations. While identifiability has been extensively studied fo…