Generalizing Nonlinear ICA Beyond Structural Sparsity

Yujia Zheng, Kun Zhang

Nonlinear independent component analysis (ICA) aims to uncover the true latent sources from their observable nonlinear mixtures. Despite its significance, the identifiability of no…