303 citations · 885 across the 16 of their papers we have counts for
4 papers · 1 filter
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization
Jinshi Yu, Guoxu Zhou, Andrzej Cichocki +1
Nonsmooth Nonnegative Matrix Factorization (nsNMF) is capable of producing more localized, less overlapped feature representations than other variants of NMF while keeping satisfac…
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…
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…