/2015-IP-lasso-cbp

V. Duval, G. Peyré. Sparse Spikes Deconvolution on Thin Grids. Preprint HAL:01135200, 2015

Primary LanguageTeX

This toolbox reproduces the numerical illustrations of the paper:

V. Duval, G. Peyré. Sparse Spikes Deconvolution on Thin Grids. Preprint HAL:01135200, 2015.

Example of l1 regularization path

Content

It contains the following directories:

  • asymtotics/: display of the various pre-certificate for BLASSO and C-BP.
  • compressed-sensing/: numerical test of extended support for a compressed sensing setup.
  • proximal/: implementation of the Forward-Backward algorithm to solve the C-BP problem.

Copyright

Copyright (c) 2015 Gabriel Peyré