Efficiency of Coordinate Descent Methods For Structured Nonconvex Optimization

Qi Deng, Chenghao Lan

Novel coordinate descent (CD) methods are proposed for minimizing nonconvex functions consisting of three terms: (i) a continuously differentiable term, (ii) a simple convex term,…