Dong-He-On Lee

Local Fisher Information Enables Sparse Causal Discovery

Fisher Information Completion Search is introduced, a source-first algorithm for additive noise models that uses one local Fisher score for both ordering and parent selection and it is proved that a node's local Fisher information equals the noise Fisher information exactly when the conditioning set contains all parent...