2 papers
math.OC2013
Minimum -Rank Approximation via Iterative Hard Thresholding
Min Zhang, Lei Yang, Zheng-Hai Huang
The problem of recovering a low -rank tensor is an extension of sparse recovery problem from the low dimensional space (matrix space) to the high dimensional space (tensor space…
math.OC2013
A Splitting Augmented Lagrangian Method for Low Multilinear-Rank Tensor Recovery
Lei Yang, Zheng-Hai Huang, Yufan Li
This paper studies a recovery task of finding a low multilinear-rank tensor that fulfills some linear constraints in the general settings, which has many applications in computer v…