Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Tsung-Yu Hsieh, Yasser EL-Manzalawy, Yiwei Sun +1

Many machine learning, statistical inference, and portfolio optimization problems require minimization of a composition of expected value functions (CEVF). Of particular interest i…