Efficient Alternating Least Squares Algorithms for Low Multilinear Rank Approximation of Tensors

Chuanfu Xiao, Chao Yang, Min Li

The low multilinear rank approximation, also known as the truncated Tucker decomposition, has been extensively utilized in many applications that involve higher-order tensors. Popu…