Accelerated Parallel and Distributed Algorithm using Limited Internal Memory for Nonnegative Matrix Factorization

Duy-Khuong Nguyen, Tu-Bao Ho

Nonnegative matrix factorization (NMF) is a powerful technique for dimension reduction, extracting latent factors and learning part-based representation. For large datasets, NMF pe…