Matlab Software for Sparse Approximation

by Charles Soussen and co-workers

• Single Best Replacement [zip] for recent Matlab versions (from 2012).

  Single Best Replacement [zip] for earlier Matlab versions: supplementary material to
  paper:
  
  C. Soussen, J. Idier, D. Brie, and J. Duan, From Bernoulli-Gaussian deconvolution to sparse
  signal restoration, IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4572-4584,
  Oct. 2011 [http, pdf].

• Continuation Single Best Replacement and l₀-Regularization Path Descent [zip],
  supplementary material to paper:
  
  C. Soussen, J. Idier, J. Duan, and D. Brie, Homotopy based algorithms for l₀-regularized
  least-squares, IEEE Transactions on Signal Processing, vol. 63, no. 13, pp. 3301-3316,
  Jul. 2015 [http, pdf].