Differentiable Causal Discovery Under Latent Interventions

Gonçalo R. A. Faria, André F. T. Martins, Mário A. T. Figueiredo

Recent work has shown promising results in causal discovery by leveraging interventional data with gradient-based methods, even when the intervened variables are unknown. However,…