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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…
math.NA2020
Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD)
Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah +4
Big data analysis has become a crucial part of new emerging technologies such as the internet of things, cyber-physical analysis, deep learning, anomaly detection, etc. Among many…