Effective Streaming Low-tubal-rank Tensor Approximation via Frequent Directions

Qianxin Yi, Chenhao Wang, Kaidong Wang +1

Low-tubal-rank tensor approximation has been proposed to analyze large-scale and multi-dimensional data. However, finding such an accurate approximation is challenging in the strea…