CP Decomposition

CP Decomposition

In multilinear algebra, the canonical polyadic decomposition (CPD), historically known as PARAFAC and later CANDECOMP, is a generalization of the matrix singular value decomposition (SVD) to tensors, with many applications in statistics, signal processing, psychometrics, linguistics and chemometrics. It originates from psychometrics though going back to Hitchcock in 1927.