Beyond independent component analysis: identifiability and algorithms

Alvaro Ribot, Anna Seigal, Piotr Zwiernik

Independent Component Analysis (ICA) is a classical method for recovering latent variables with useful identifiability properties. For independent variables, cumulant tensors are d…