Identifiability of Potentially Degenerate Gaussian Mixture Models With Piecewise Affine Mixing

Danru Xu, Sébastien Lachapelle, Sara Magliacane

Causal representation learning (CRL) aims to identify the underlying latent variables from high-dimensional observations, even when variables are dependent with each other. We stud…