Software

MATLAB packages:

• • FOM - solution of convex optimization problems by first-order methods. (paper) (website)(download software here)

  • wavelet_FISTA - solution of image-deblurring problems with wavelet-based penalty using FISTA. (paper) (download)

  • TV_FISTA - solution of total variation-based image deblurring problems using FISTA. (paper) (download)

  • STML - solution of structured total maximum likelihood for solving linear inverse problems. (paper)(download)

  • Sparse-Simplex - solution of cardinality constrained minimization problems with IHT or sparse-simplex methods. (paper)(download)

  • CW_PCA - implementation of coordinate descent methods for sparse PCA (GCW,PCW). (paper)(download)

  • TREM (Tree Reduction/Expansion Method) - optimal power flow solver for restricted radial networks (paper)(website)