Tensor–tensor products with invertible linear transforms

• Published in: Linear algebra and its applications Vol. 485; pp. 545 - 570
• Main Authors: Kernfeld, Eric, Kilmer, Misha, Aeron, Shuchin
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 15.11.2015
• Subjects: DCT; Linear transformation; Module; Multiway; SVD; Tensor; SVD; Tensor; DCT; 94A08; Multiway; Linear transformation; 15A69; 5B05; Module; 06F25

Research in tensor representation and analysis has been rising in popularity in direct response to a) the increased ability of data collection systems to store huge volumes of multidimensional data and b) the recognition of potential modeling accuracy that can be provided by leaving the data and/or...