Approximate Secular Equations for the Cubic Regularization Subproblem

Neural Information Processing Systems 

The cubic regularization method (CR) is a popular algorithm for unconstrained non-convex optimization. At each iteration, CR solves a cubically regularized quadratic problem, called the cubic regularization subproblem (CRS).