Nonnegative matrix factorization and the principle of the common cause

E. Khalafyan, A. E. Allahverdyan, A. Hovhannisyan

Nonnegative matrix factorization (NMF) is a known unsupervised data-reduction method. The principle of the common cause (PCC) is a basic methodological approach in probabilistic ca…