A Fast Non-parametric Approach for Local Causal Structure Learning

Mona Azadkia, Armeen Taeb, Peter Bühlmann

We study the problem of causal structure learning with essentially no assumptions on the functional relationships and noise. We develop DAG-FOCI, a computationally fast algorithm f…