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Latent Multi-view Subspace Clustering

Posted on By Marquis

前言

题目里有个latent,其实就是,不在原始特征上做子空间聚类,而是在寻找latent representation的时候,同时基于这个representation进行data reconstruction.

至于multiview,我感觉是用来凑数的吧

intro

Recently, the subspace clustering based on selfrepresentation has been proposed, where each data point can be expressed with a linear combination of the data points themselves.

而multiview的初衷是,每一个点都可以described with information from multiple sources of features、

算法

就是将self representation和multiew的对于目标函数组合一起,再搞点权值。
不细看了。