Posts tagged Permutation invariance
Permutation invariance
- October 19, 2026
Give two people the same table with its columns in different orders. Ask each to learn a causal graph. They should get the same graph. Column order carries no information: it comes from a database export, a DataFrame, or whoever wrote the CSV. A method whose graph does not depend on that order is permutation invariant.