General Identifiability and Achievability for Causal Representation Learning

Burak Varıcı, Emre Acartürk, Karthikeyan Shanmugam +1

This paper focuses on causal representation learning (CRL) under a general nonparametric latent causal model and a general transformation model that maps the latent data to the obs…