Analytical Convergence Regions of Accelerated Gradient Descent in Nonconvex Optimization under Regularity Condition

Huaqing Xiong, Yuejie Chi, Bin Hu +1

There is a growing interest in using robust control theory to analyze and design optimization and machine learning algorithms. This paper studies a class of nonconvex optimization…