Matlab codes for solving saddle point equations under RS ansatz.
- CS_L1: codes for solving RS saddle point equations of L1 minimization in Compressed sensing (CS)
- See Kabashima et al, JSTAT (2009), https://iopscience.iop.org/article/10.1088/1742-5468/2009/09/L09003 and its erratum https://iopscience.iop.org/article/10.1088/1742-5468/2012/07/E07001
- Compression_by_OvercompleteBasis: codes for solving the compression problem using overcomplete basis
- See Nakanishi-Ohno et al, JSTAT (2016), http://dx.doi.org/10.1088/1742-5468/2016/06/063302
- CS_Bayes: cods for Bayesian inference in compressed sensing.
- See Krzakala et al, JSTAT (2014) https://doi.org/10.1088/1742-5468/2014/11/P11015
- 1bitCS_Bayes: codes for Bayesian inference in 1-bit compressed sensing.
- See Xu et al, JSTAT (2014), https://doi.org/10.1088/1742-5468/2014/11/P11015
- PenalizedRegression: codes for linear regression under various penalties
- See Sakata, JSTAT (2016), https://doi.org/10.1088/1742-5468/2016/12/123302 and Obuchi and Sakata, JSTAT (2019) https://doi.org/10.1088/1751-8121/ab3e89