An iterative regularized mirror descent method for ill-posed nondifferentiable stochastic optimization

Mostafa Amini, Farzad Yousefian

A wide range of applications arising in machine learning and signal processing can be cast as convex optimization problems. These problems are often ill-posed, i.e., the optimal so…