Learning and scoring Gaussian latent variable causal models with unknown additive interventions

Armeen Taeb, Juan L. Gamella, Christina Heinze-Deml +1

With observational data alone, causal structure learning is a challenging problem. The task becomes easier when having access to data collected from perturbations of the underlying…