1 citations · 4 across the 6 of their papers we have counts for
6 papers
Randomized GCUR decompositions
Zhengbang Cao, Yimin Wei, Pengpeng Xie
By exploiting the random sampling techniques, this paper derives an efficient randomized algorithm for computing a generalized CUR decomposition, which provides low-rank approximat…
An L-DEIM Induced High Order Tensor Interpolatory Decomposition
Zhengbang Cao, Yimin Wei, Pengpeng Xie
This paper derives the CUR-type factorization for tensors in the Tucker format based on a new variant of the discrete empirical interpolation method known as L-DEIM. This novel sam…
Incremental tensor regularized least squares with multiple right-hand sides
Zhengbang Cao, Pengpeng Xie
Solving linear discrete ill-posed problems for third order tensor equations based on a tensor t-product has attracted much attention. But when the data tensor is produced continuou…
Perturbation analysis for t-product based tensor inverse, Moore-Penrose inverse and tensor system
Zhengbang Cao, Pengpeng Xie
This paper establishes some perturbation analysis for the tensor inverse, the tensor Moore-Penrose inverse and the tensor system based on the t-product. In the settings of structur…
On some tensor inequalities based on the t-product
Zhengbang Cao, Pengpeng Xie
In this work, we investigate the tensor inequalities in the tensor t-product formalism. The inequalities involving tensor power are proved to hold similarly as standard matrix scen…
CS decomposition and GSVD for tensors based on the T-product
Yating Zhang, Xiaoxia Guo, Pengpeng Xie +1
This paper derives the CS decomposition for orthogonal tensors (T-CSD) and the generalized singular value decomposition for two tensors (T-GSVD) via the T-product. The structures o…