Better Simulations for Validating Causal Discovery with the DAG-Adaptation of the Onion Method

Bryan Andrews, Erich Kummerfeld

The number of artificial intelligence algorithms for learning causal models from data is growing rapidly. Most ``causal discovery'' or ``causal structure learning'' algorithms are…