/BSCA

Matlab code for block successive convex approximation algorithms

Primary LanguageMATLABGNU Lesser General Public License v3.0LGPL-3.0

BSCA

Matlab code for block successive convex approximation (BSCA) algorithms proposed in the following paper:

Y. Yang, M. Pesavento, Z.-Q. Luo, and B. Ottersten, "Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization," IEEE Transactions on Signal Processing, Dec. 2019. [Online] Available: IEEE, Arxiv.

The matlab code is for two applications, namely, low rank estimation in Section V-A and quadratic inverse problems in Section V-B.