Conic-Optimization Based Algorithms for Nonnegative Matrix Factorization

Valentin Leplat, Yurii Nesterov, Nicolas Gillis +1

Nonnegative matrix factorization is the following problem: given a nonnegative input matrix $V$ and a factorization rank $K$, compute two nonnegative matrices, $W$ with $K$ columns…