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20082026
most citedFast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization

269 citations · 3k across the 82 of their papers we have counts for

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math.OC2011★ 216 cited

Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

Nicolas Gillis, François Glineur

Nonnegative matrix factorization (NMF) is a data analysis technique used in a great variety of applications such as text mining, image processing, hyperspectral data analysis, comp…