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Based on the column pivoted QR decomposition, we propose some randomizedalgorithms including pass-efficient ones for the generalized CUR decompositionsof matrix pair and matrix triplet. Detailed error analyses of these algorithmsare provided. Numerical experiments are given to test the proposed randomizedalgorithms.

CPQR-based randomized algorithms for generalized CUR decompositions