cs.AI, cs.LG, math.ST, stat.ML, stat.TH

Identifiability of Potentially Degenerate Gaussian Mixture Models With Piecewise Affine Mixing

arXiv:2604.13218v1 Announce Type: cross
Abstract: Causal representation learning (CRL) aims to identify the underlying latent variables from high-dimensional observations, even when variables are dependent with each other. We study this problem for la…