most citedAlgorithms, Initializations, and Convergence for the Nonnegative Matrix Factorization

160 citations · 160 across the 1 of their papers we have counts for

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1 paper

math.NA2014★ 160 cited

Algorithms, Initializations, and Convergence for the Nonnegative Matrix Factorization

Amy N. Langville, Carl D. Meyer, Russell Albright +2

It is well known that good initializations can improve the speed and accuracy of the solutions of many nonnegative matrix factorization (NMF) algorithms. Many NMF algorithms are se…