Convergence Rates of Inertial Splitting Schemes for Nonconvex Composite Optimization

Patrick R. Johnstone, Pierre Moulin

We study the convergence properties of a general inertial first-order proximal splitting algorithm for solving nonconvex nonsmooth optimization problems. Using the Kurdyka--Łojazie…