Splitting-based randomized dynamical low-rank approximations for stiff matrix differential equations

Zi Wu, Yong-Liang Zhao, Xian-Ming Gu

In the fields of control theory and machine learning, the dynamic low-rank approximation for large-scale matrices has received substantial attention. Considering large-scale semili…