He Xiaofei Teng and vegetables, 2010 PAMI graph-based non-negative matrix factorization of the paper is extremely matlab code. This article in the non-negative matrix factorization in the cleverly joined the manifold constraints, and derive the corresponding iterative formula.

GNMF.m
Graph Regularized Non-negative Matrix.PDF

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