SINCO - An Efficient Greedy Method for Learning Sparse INverse COvariance Matrix

Herein, we propose a simple greedy algorithm (SINCO) for solving this optimization problem. SINCO solves the primal problem (unlike its predecessors such as COVSEL [10] and glasso [4]), using coordi