Optimization Methods for Large-Scale Machine Learning, Léon Bottou, Frank E. Curtis, and Jorge Nocedal, 2018SIAM Review, Vol. 60 (Society for Industrial and Applied Mathematics)DOI: 10.1137/16M1080173 - A comprehensive survey of optimization methods, including SAG, for large-scale machine learning problems.