Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features

Liansheng Zhuang, Shenghua Gao, Jinhui Tang +3

This paper aims at constructing a good graph for discovering intrinsic data structures in a semi-supervised learning setting. Firstly, we propose to build a non-negative low-rank a…