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Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan. Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent. IEEE Transactions on Image Processing, 20(7):2030-2048, 2011. [doi]