Low-rank nonnegative tensor approximation via alternating projections and sketching

Azamat Sultonov, Sergey Matveev, Stanislav Budzinskiy

We show how to construct nonnegative low-rank approximations of nonnegative tensors in Tucker and tensor train formats. We use alternating projections between the nonnegative ortha…