Title: Proximal Gradient Methods with Adaptive Subspace Samplings
Together with my supervisors Franck Iutzeler and Jérôme Malick we propose a randomized proximal gradient method that uses enforced by regularizer low dimensional structure of the solution to specify the subspaces and improve the rate in terms of dimensions explored.
