Adaptively Topological Tensor Network for Multi-view Subspace Clustering

no code implementations • 1 May 2023 • Yipeng Liu, Yingcong Lu, Weiting Ou, Zhen Long, Ce Zhu

Therefore, a pre-defined tensor decomposition may not fully exploit low rank information for a certain dataset, resulting in sub-optimal multi-view clustering performance.

Clustering Multi-view Subspace Clustering +2

Tucker-O-Minus Decomposition for Multi-view Tensor Subspace Clustering

no code implementations • 23 Oct 2022 • Yingcong Lu, Yipeng Liu, Zhen Long, Zhangxin Chen, Ce Zhu

To alleviate these problems, we propose a new tensor decomposition called Tucker-O-Minus Decomposition (TOMD) for multi-view clustering.

Clustering Tensor Decomposition