Knowledge transfer for spectral clustering

作者：

Highlights：

• A knowledge transfer method is proposed for spectral clustering by using information of feature manifold.

• It is further extended to multi-task setting.

• An in-depth explanation of our algorithm together with a convergence analysis are provided.

摘要

•A knowledge transfer method is proposed for spectral clustering by using information of feature manifold.•It is further extended to multi-task setting.•An in-depth explanation of our algorithm together with a convergence analysis are provided.

论文关键词：Transfer learning,Spectral clustering,Co-clustering,Multi-task learning

论文评审过程：Received 23 January 2017, Revised 23 February 2018, Accepted 19 April 2018, Available online 16 May 2018, Version of Record 16 May 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.04.018