Equivalence between LINE and Matrix Factorization

Qiao Wang, Zheng Wang, Xiaojun Ye

LINE [1], as an efficient network embedding method, has shown its effectiveness in dealing with large-scale undirected, directed, and/or weighted networks. Particularly, it propose…