A Symmetry-Preserving Tensor ${\star }_{\mathbf{M}}$-SVD

Victor Arsenescu, Misha E. Kilmer

Multiway data such as image collections and video is ubiquitous, but the usual approach of flattening them into matrices discards the cross-mode structure that often carries the si…