Daniel Irving Bernstein

Ordering-Based Causal Structure Learning in the Presence of Latent Variables

2019 · arXiv (Cornell University)

We consider the task of learning a causal graph in the presence of latent confounders given i.i.d.~samples from the model. While current algorithms for causal structure discovery in the presence of latent confounders are constraint-based, …