Stochastic Douglas-Rachford Splitting for Regularized Empirical Risk Minimization: Convergence, Mini-batch, and Implementation

This paper is presenting convergence analysis for stochastic Douglas Rachford Splitting algorithm for empirical risk minimization objective functions, and further extension to mini batch implementation. Download paper here