Convex quartic problems: homogenized gradient method and preconditioning

Radu-Alexandru Dragomir, Yurii Nesterov

We consider a convex minimization problem for which the objective is the sum of a homogeneous polynomial of degree four and a linear term. Such task arises as a subproblem in algor…