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We consider the RANSAC algorithm in the context of subspace recovery andsubspace clustering. We derive some theory and perform some numericalexperiments. We also draw some correspondences with the methods of Hardt andMoitra (2013) and Chen and Lerman (2009b).

RANSAC Algorithms for Subspace Recovery and Subspace Clustering