13 citations · 16 across the 5 of their papers we have counts for
Showing math.NAShow all
3 papers · 1 filter
math.NA2023★ 13 cited
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruption
HanQin Cai, Zehan Chao, Longxiu Huang +1
We study the tensor robust principal component analysis (TRPCA) problem, a tensorial extension of matrix robust principal component analysis (RPCA), that aims to split the given te…
math.NA2020
Tensor Completion through Total Variationwith Initialization from Weighted HOSVD
Zehan Chao, Longxiu Huang, Deanna Needell
In our paper, we have studied the tensor completion problem when the sampling pattern is deterministic. We first propose a simple but efficient weighted HOSVD algorithm for recover…
math.NA2020★ 1 cited
HOSVD-Based Algorithm for Weighted Tensor Completion
Zehan Chao, Longxiu Huang, Deanna Needell
Matrix completion, the problem of completing missing entries in a data matrix with low dimensional structure (such as rank), has seen many fruitful approaches and analyses. Tensor…