Adaptive power iteration clustering

Power iteration has been applied to compute the eigenvectors of the similarity matrix in spectral clustering tasks. However, these power iteration based clustering methods usually suffer from the following two problems: (1) the power iteration usually converges very slowly; (2) the singular value de...

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Bibliographic Details
Main Authors: Liu, Bo, Liu, Yong, Zhang, Huiyan, Xu, Yonghui, Tang, Can, Tang, Lianggui, Qin, Huafeng, Miao, Chunyan
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/156037
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Institution: Nanyang Technological University
Language: English
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