Heavy-Tailed Analogues of the Covariance Matrix for ICA

Joseph Anderson, Navin Goyal, Anupama Nandi +1

Independent Component Analysis (ICA) is the problem of learning a square matrix $A$, given samples of $X=AS$, where $S$ is a random vector with independent coordinates. Most existi…