Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction

Atif Muhammad Syed, Sameer Qazi, Nicolas Gillis

Due to the iterative nature of most nonnegative matrix factorization (\textsc{NMF}) algorithms, initialization is a key aspect as it significantly influences both the convergence a…