Spurious local minima in nonconvex sum-of-squares optimization

Grigoriy Blekherman, Rainer Sinn, Mauricio Velasco +1

We study spurious second-order stationary points and local minima in a nonconvex low-rank formulation of sum-of-squares optimization on a real variety $X$. We reformulate the probl…