Identifiability of a statistical model with two latent vectors: Importance of the dimensionality relation and application to graph embedding

Hiroaki Sasaki

Identifiability of statistical models is a key notion in unsupervised representation learning. Recent work of nonlinear independent component analysis (ICA) employs auxiliary data…