A Parallelizable Quaternion Higher-Order Singular Value Decomposition with Applications

Hanxin Ya, Yuning Yang

Higher-order singular value decomposition (HOSVD) is a celebrated tool for tensor data analysis. The sequential HOSVD was recently generalized to the quaternion domain, while a nai…