Simpler is better: a comparative study of randomized pivoting algorithms for CUR and interpolative decompositions - Dong, Yijun; Martinsson, Per-Gunnar (Advances in computational mathematics, 2023)
Keywords: Algorithms; Comparative studies; Computational mathematics; Computational Mathematics and Numerical Analysis; Computational Science and Engineering; Decomposition; Mathematical and Computational Biology; Mathematical Modeling and Industrial Mathematics; Mathematics; Mathematics and Statistics; Matrices (mathematics); Vector spaces; Visualization; CUR decomposition; Low-rank approximation; Column pivoted QR factorization; Randomized numerical linear algebra; 65F55; Rank revealing factorization; Interpolative decomposition