2025
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
NeurIPS 2025poster
Ordering-based approaches to causal discovery identify topological orders of causal graphs, providing scalable alternatives to combinatorial search methods. Under the Additive Noise Models (ANMs) assumption, recent causal ordering methods based on score matching require an accurate estimation of the…