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This paper describes a new approach, based on linear programming, for computing nonnegative matrix factorizations (NMFs).
Problem 73-14, rank factorization of nonnegative matrices
L. B. Thomas · 1974
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L. D. Shapiro · 1986
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Efficient algorithms for computing a strong rank-revealing QR factorization
M. Gu and S. C. Eisenstat · 1996
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Parallel and Distributed Computation: Numerical Methods
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See all by looking at a few: Sparse modeling for finding representative objects
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NMF: A flexible R package for nonnegative matrix factorization
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E. Esser, M. Möller, S. Osher, G. Sapiro, and J. Xin · 2012
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Robustness analysis of hotttopixx, a linear programming model for factoring nonnegative matrices
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