A randomized tensor singular value decomposition based on the t‐product
A randomized tensor singular value decomposition based on the t‐product
Summary The tensor SVD (t‐SVD) for third‐order tensors, previously proposed in the literature, has been applied successfully in many fields, such as computed tomography, facial recognition, and video completion. In this paper, we propose a method that extends a well‐known randomized matrix method to the t‐SVD. This method can produce …