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experiments confirm the theoretical results. 2.On Quaternion Higher-Order Singular Value Decomposition: Models and Analysis (arXiv) Author : Hanxin Ya, Ying Wang, Yuning Yang Abstract : Higher-order singular value decomposition (HOSVD) is one of the most celebrated tensor decompositions that