Uniqueness of Nonnegative Tensor Approximations

Yang Qi, Pierre Comon, Lek-Heng Lim

We show that for a nonnegative tensor, a best nonnegative rank-r approximation is almost always unique, its best rank-one approximation may always be chosen to be a best nonnegativ…