An Iterative Algorithm for Regularized Non-negative Matrix Factorizations

Steven E. Pav

We generalize the non-negative matrix factorization algorithm of Lee and Seung to accept a weighted norm, and to support ridge and Lasso regularization. We recast the Lee and Seung…