Asynchronous Stochastic Coordinate Descent: Parallelism and Convergence Properties

Ji Liu, Stephen J. Wright

We describe an asynchronous parallel stochastic proximal coordinate descent algorithm for minimizing a composite objective function, which consists of a smooth convex function plus…