Hessian Rank Constraint for Learning Structure of Nonlinear Latent Variable Models

Zijian Li, Ruichu Cai, Feng Xie +7

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…