Hot-SVD: Higher-Order t-Singular Value Decomposition for Tensors based on Tensor-Tensor Product

Ying Wang, Yuning Yang

This paper considers a way of generalizing the t-SVD of third-order tensors (regarded as tubal matrices) to tensors of arbitrary order N (which can be similarly regarded as tubal t…