Practical Sketching Algorithms for Low-Rank Tucker Approximation of Large Tensors

Wandi Dong, Gaohang Yu, Liqun Qi +1

Low-rank approximation of tensors has been widely used in high-dimensional data analysis. It usually involves singular value decomposition (SVD) of large-scale matrices with high c…