Fangyi Zheng

Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis

This paper establishes a continuous time approximation, a piece-wise continuous differential equation, for the discrete Heavy-Ball (HB) momentum method with explicit discretization error. Investigating continuous differential equations has been a promising approach for studying the discrete optimiza…