Causal Learning via Manifold Regularization

Steven M. Hill, Chris. J. Oates, Duncan A. Blythe +1

This paper frames causal structure estimation as a machine learning task. The idea is to treat indicators of causal relationships between variables as `labels' and to exploit avail…