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Michael W. Berry, Shakhina A. Pulatova, G. W. Stewart. Algorithm 844: Computing sparse reduced-rank approximations to sparse matrices. ACM Transactions on Mathematical Software, 31(2):252-269, 2005. [doi]
Abstract is missing.