Stochastic Mirror Descent for Large-Scale Sparse Recovery

Sasila Ilandarideva, Yannis Bekri, Anatoli Juditsky +1

In this paper we discuss an application of Stochastic Approximation to statistical estimation of high-dimensional sparse parameters. The proposed solution reduces to resolving a pe…