Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal acceleration

Seyoon Ko, Donghyeon Yu, Joong-Ho Won

Many statistical learning problems can be posed as minimization of a sum of two convex functions, one typically a composition of non-smooth and linear functions. Examples include r…