Function Classes for Identifiable Nonlinear Independent Component Analysis

Simon Buchholz, Michel Besserve, Bernhard Schölkopf

Unsupervised learning of latent variable models (LVMs) is widely used to represent data in machine learning. When such models reflect the ground truth factors and the mechanisms ma…