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论文笔记:Multiview Subspace Clustering via Tensorial t-Product Representation

时间:2020-05-12 00:42:24      阅读:62      评论:0      收藏:0      [点我收藏+]

motivation

High-order statistics that can only be captured by simultaneously utilizing all views are often overlooked. This paper proposed a novel multiview clustering method by using t-product in the third-order tensor space.

contributions

  • Presenting an innovative construction method by organizing the multiview data set into the third-order tensorial data. As such, multiple views can be simultaneously exploited, rather than only set of pairwise information.

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  • It is the first attempt to propose a low-rank multiview clustering in the third-order tensor space via t-linear combination ( the t-product).

Algorithm

 

 

experiment results and conclusion

 

论文笔记:Multiview Subspace Clustering via Tensorial t-Product Representation

原文:https://www.cnblogs.com/picassooo/p/12873355.html

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