companion MATLAB codes for the publications


1. Christian Clason, Bangti Jin, Karl Kunisch.

   A semismooth Newton method for L1 data fitting with automatic choice of regularization parameters and noise calibration.

   SIAM Journal on Imaging Sciences, 2010; 3: 199-231.

   [MATLAB Code]

 

2. Christian Clason, Bangti Jin, Karl Kunisch

    A duality-based splitting method for l1-TV image restoration with automatic regularization parameter choice.

    SIAM Journal on Scientific Computing, 2010; 32: 1484-1505.

    [MATLAB Code]

 

3. Christian Clason, Bangti Jin.

   A semi-smooth Newton method for nonlinear parameter identification problems with impulsive noise.

   SIAM Journal on Imaging Sciences, 2012; 5: 505-538.

   [MATLAB Code]

 

4. Kazufumi Ito, Bangti Jin, Jun Zou.

   A new choice rules for regularization parameters in Tikhonov regularization.

   Applicable Analysis, 2011; 90: 1521-1544.

   [MATLAB Code]

 

5. Jian Huang, Yuling Jiao, Bangti Jin, Xiliang Lu.

   A primal-dual active set method for a class of nonconvex sparsity optimization, submitted.

   [MATLAB Code]

 

6. Yuling Jiao, Bangti Jin, Xiliang Lu.

   A primal-dual active set with continuation algorithm for l0-optimization, submitted.

  [MATLAB Code]

 

7, Yuling Jiao, Bangti Jin, Xiliang Lu

   Group sparse recovery via the l0(l2) penalty: theory and algorithm, submitted.

  [MATLAB Code] 

 

8. Yuling Jiao, Bangti Jin, Xiliang Lu

   Iterative soft/hard thresholding homotopy algorithm for sparse recovery

  [MATLAB Code]