Mapping and Advancing the Scalability-Accuracy Frontier of Nonlinear Causal Discovery.

arXiv:2610.03258v1 Announce Type: cross Abstract: Scalable nonlinear causal discovery requires methods that combine flexible mechanism estimators with efficient search over large graph spaces. Several algorithmic families have been proposed to address this cha