An Adaptive High Order Method for Finding Third-Order Critical Points of Nonconvex Optimization

Xihua Zhu, Jiangze Han, Bo Jiang

It is well known that finding a global optimum is extremely challenging for nonconvex optimization. There are some recent efforts \cite{anandkumar2016efficient, cartis2018second, c…