On the Identifiability of Nonlinear ICA: Sparsity and Beyond

Yujia Zheng, Ignavier Ng, Kun Zhang

Nonlinear independent component analysis (ICA) aims to recover the underlying independent latent sources from their observable nonlinear mixtures. How to make the nonlinear ICA mod…