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stat.ML2017
Generalized notions of sparsity and restricted isometry property. Part II: Applications
Marius Junge, Kiryung Lee
The restricted isometry property (RIP) is a universal tool for data recovery. We explore the implication of the RIP in the framework of generalized sparsity and group measurements…
stat.ML2017
Generalized notions of sparsity and restricted isometry property. Part I: A unified framework
Marius Junge, Kiryung Lee
The restricted isometry property (RIP) is an integral tool in the analysis of various inverse problems with sparsity models. Motivated by the applications of compressed sensing and…