Differentiable Causal Discovery For Latent Hierarchical Causal Models

Parjanya Prashant, Ignavier Ng, Kun Zhang +1

Discovering causal structures with latent variables from observational data is a fundamental challenge in causal discovery. Existing methods often rely on constraint-based, iterati…