Globally Convergent Block Coordinate Descent Algorithms for Semi-Nonnegative Independent Component Analysis

Zhenyu Cai, Wentao Ding, Jianze Li +1

We propose a subgradient-based block coordinate descent (BCD-SubG) framework for nonconvex optimization over products of probability simplices and a closed feasible set, motivated…