Inexact Block Coordinate Descent Methods For Symmetric Nonnegative Matrix Factorization

Qingjiang Shi, Haoran Sun, Songtao Lu +2

Symmetric nonnegative matrix factorization (SNMF) is equivalent to computing a symmetric nonnegative low rank approximation of a data similarity matrix. It inherits the good data i…