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The Dynamics of Message Passing on Dense Graphs, with Applications to Compressed Sensing

Clinical Orthopaedics and Related Research, no. 2 (2011): 1528-1532E

Cited by: 655|Views6
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Abstract

“Approximate message passing” (AMP) algorithms have proved to be effective in reconstructing sparse signals from a small number of incoherent linear measurements. Extensive numerical experiments further showed that their dynamics is accurately tracked by a simple one-dimensional iteration termed state evolution. In this paper, we provide ...More

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