Towards Causal Representation Learning with Observable Sources as Auxiliaries

Kwonho Kim, Heejeong Nam, Inwoo Hwang +1

Causal representation learning seeks to recover latent factors that generate observational data through a mixing function. Needing assumptions on latent structures or relationships…