This toolbox solves many sparse, low-rank matrix and low-rank tensor optimization problems by using ADMM developed in our paper below.
Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin. A Unified Alternating Direction Method of Multipliers by Majorization Minimization, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017