133 citations · 683 across the 44 of their papers we have counts for
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math.NA2016★ 2 cited
A Randomized Tensor Singular Value Decomposition based on the t-product
Jiani Zhang, Arvind K. Saibaba, Misha Kilmer +1
The tensor Singular Value Decomposition (t-SVD) for third order tensors that was proposed by Kilmer and Martin~\cite{2011kilmer} has been applied successfully in many fields, such…
math.NA2016★ 28 cited
Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
Using the matrix product state (MPS) representation of tensor train decompositions, in this paper we propose a tensor completion algorithm which alternates over the matrices (tenso…