Michal Ciebielski

Last-iterate Convergence of ADMM on Multi-affine Quadratic Equality Constrained Problem

In this paper, we study a class of non-convex optimization problems known as multi-affine quadratic equality constrained problems, which appear in various applications--from generating feasible force trajectories in robotic locomotion and manipulation to training neural networks. Although these prob…