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Nathan Halko, Per-Gunnar Martinsson, Joel A. Tropp. Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions. SIAM Review, 53(2):217-288, 2011. [doi]
Abstract is missing.