2017
Convergence rates of inertial splitting schemes for nonconvex composite optimization
ICASSP 2017accepted
We study the convergence properties of a general inertial first-order proximal splitting algorithm for solving nonconvex nonsmooth optimization problems. Using the Kurdyka-Łojaziewicz (KL) inequality we establish new convergence rates which apply to several inertial algorithms in the literature. Our…