303 citations · 885 across the 16 of their papers we have counts for
4 papers · 1 filter
Low-rank Multi-view Clustering in Third-Order Tensor Space
Ming Yin, Junbin Gao, Shengli Xie +1
The plenty information from multiple views data as well as the complementary information among different views are usually beneficial to various tasks, e.g., clustering, classifica…
Tensor Ring Decomposition
Qibin Zhao, Guoxu Zhou, Shengli Xie +2
Tensor networks have in recent years emerged as the powerful tools for solving the large-scale optimization problems. One of the most popular tensor network is tensor train (TT) de…
Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices
Ming Yin, Shengli Xie, Yi Guo +2
Due to its promising classification performance, sparse representation based classification(SRC) algorithm has attracted great attention in the past few years. However, the existin…
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds
Ming Yin, Yi Guo, Junbin Gao +2
Sparse subspace clustering (SSC), as one of the most successful subspace clustering methods, has achieved notable clustering accuracy in computer vision tasks. However, SSC applies…