Search Results for author: Daniel Tuyttens

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Heuristics for Exact Nonnegative Matrix Factorization

no code implementations26 Nov 2014 Arnaud Vandaele, Nicolas Gillis, François Glineur, Daniel Tuyttens

The exact nonnegative matrix factorization (exact NMF) problem is the following: given an $m$-by-$n$ nonnegative matrix $X$ and a factorization rank $r$, find, if possible, an $m$-by-$r$ nonnegative matrix $W$ and an $r$-by-$n$ nonnegative matrix $H$ such that $X = WH$.

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