Scalable Causal Discovery from Recursive Nonlinear Data via Truncated Basis Function Scores and Tests

Joseph Ramsey, Bryan Andrews, Peter Spirtes

Learning graphical conditional independence structures from nonlinear, continuous or mixed data is a central challenge in machine learning and the sciences, and many existing metho…