Local Fisher Information Enables Sparse Causal Discovery

Byeongguk Kang, Donghyeon Lee, Euijong Song +1

Sparse causal discovery calls for methods that exploit graph structure without estimating high-dimensional densities. We introduce Fisher Information Completion Search (FiCS), a so…