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Richard G. Baraniuk, Volkan Cevher, Michael B. Wakin. Low-Dimensional Models for Dimensionality Reduction and Signal Recovery: A Geometric Perspective. Proceedings of the IEEE, 98(6):959-971, 2010. [doi]
Abstract is missing.