Hidenori Iwakiri

Single Loop Gaussian Homotopy Method for Non-convex Optimization

The Gaussian homotopy (GH) method is a popular approach to finding better stationary points for non-convex optimization problems by gradually reducing a parameter value $t$, which changes the problem to be solved from an almost convex one to the original target one. Existing GH-based methods repeate…