SMG: A Shuffling Gradient-Based Method with Momentum

Trang H. Tran, Lam M. Nguyen, Quoc Tran-Dinh

Abstract: We combine two advanced ideas widely used in optimization for machine learning: \textit{shuffling} strategy and \textit{momentum} technique to develop a novel shuffling gradient-based method with m...