Discrete Causal Representations from Heterogeneous Domains: A Bayesian Approach with Social Survey Applications

Ankur Garg, Michael Stettler, Aaron Schein +1

Causal representation learning aims to infer the high-level latent causal concepts that give rise to observed low-level measurements. This is particularly relevant for heterogeneou…