Interpretable, multi-dimensional Evaluation Framework for Causal Discovery from observational i.i.d. Data

Georg Velev, Stefan Lessmann

Nonlinear causal discovery from observational data imposes strict identifiability assumptions on the formulation of structural equations utilized in the data generating process. Th…