Fast randomized algorithms for low-rank matrix approximations with applications in global comparative analysis of a class of data sets

Weiguo Gao, Weijie Shen, Yingzhou Li, Wen Li, Wei-Wei Xu

Has companion code repository: https://github.com/shenwj87/rgsvsa

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