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Information-theoretically optimal compressed sensing via spatial coupling and approximate message passing.

David L. DonohoAdel JavanmardAndrea Montanari
Published in: ISIT (2012)
Keyphrases
  • message passing
  • compressed sensing
  • dynamic programming
  • information extraction
  • image reconstruction
  • distributed systems
  • active learning
  • multi view
  • model selection
  • sparse representation
  • belief propagation