Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models

Andrei Patrascu, Ciprian Paduraru, Paul Irofti

Stochastic optimization lies at the core of most statistical learning models. The recent great development of stochastic algorithmic tools focused significantly onto proximal gradi…