2 citations · 2 across the 4 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
math.NA2022
A Randomized Algorithm for Tensor Singular Value Decomposition using an Arbitrary Number of Passes
Salman Ahmadi-Asl, Anh-Huy Phan, Andrzej Cichocki
Efficient and fast computation of a tensor singular value decomposition (t-SVD) with a few passes over the underlying data tensor is crucial because of its many potential applicati…
math.NA2022★ 2 cited
Cross Tensor Approximation for Image and Video Completion
Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki +3
This paper proposes a general framework to use the cross tensor approximation or tensor ColUmn-Row (CUR) approximation for reconstructing incomplete images and videos. The key impo…