Fang-Yue Sun

A Review of Matrix Factorization Algorithms: Theoretical Developments and Modern Applications

The effective processing and analysis of high dimensional data is crucial challenge in the big data era of computational science and engineering. As one of the most basic and powerful mathematical tools, matrix factorization can extract the low dimensional structures from high dimensional data and play an irreplaceable...