Score matching through the roof: linear, nonlinear, and latent variables causal discovery

Francesco Montagna, Philipp M. Faller, Patrick Bloebaum +2

Causal discovery from observational data holds great promise, but existing methods rely on strong assumptions about the underlying causal structure, often requiring full observabil…