Our own Marcus Kaiser and Maksim Sipos demonstrate that the NOTEARS algorithm lacks scale-invariance by showing how a simple rescaling of the variables can lead to a large alteration of the derived DAG. Access the full article, published in Neural Processing Letters, here or download a copy by clicking the link below.
