Stochastic Primal-Dual Proximal ExtraGradient Descent for Compositely Regularized Optimization

Tianyi Lin, Linbo Qiao, Teng Zhang +2

We consider a wide range of regularized stochastic minimization problems with two regularization terms, one of which is composed with a linear function. This optimization model abs…