A Polynomial Formulation for Joint Decomposition of Symmetric Tensors of Different Orders

Pierre Comon, Yang Qi, Konstantin Usevich

Abstract: We consider two models: simultaneous CP decomposition of several symmetric tensors of different orders and decoupled representations of multivariate polynomial maps. We show that the two problems are related and propose a unified framework to study the rank properties of these models.