Hessian Rank Constraint for Learning Structure of Nonlinear Latent Variable Models.

arXiv:2609.24241v1 Announce Type: cross Abstract: Uncovering latent variables and their causal relations from observed data is a fundamental yet challenging problem. Existing methods often rely on restrictive assumptions, such as linear relations or invertible