A generalization of matrix factorization
Canonical decomposition
$$ \mathbf{A} \ast \mathbf{B} = \left(\mathbf{A}_{ij} \otimes \mathbf{B}_{ij}\right)_{ij} $$
Simple decomposition of tensors
Tucker decomposition of a generalization of SVD to higher ranks