Kai Z. Teh

Localised Natural Causal Learning Algorithms for Weak Consistency Conditions

2024 · arXiv (Cornell University)

By relaxing conditions for natural structure learning algorithms, a family of constraint-based algorithms containing all exact structure learning algorithms under the faithfulness assumption, we define localised natural structure learning algorithms (LoNS). We also provide a …