Multiplicative Updates (MU). More recently, another class of methods called Hierarchical Alternating Least Squares (HALS) was … fixed factorization rank, using a reduction to the maximum edge biclique problem. We also generalize the multiplicative … updates to NF, which allows us to shed some light on the differences between the MU and HALS algorithms for NMF and give an …