Parametrization and convergence of a primal-dual block-coordinate approach to linearly-constrained nonsmooth optimization

Olivier Bilenne

This note is concerned with the problem of minimizing a separable, convex, composite (smooth and nonsmooth) function subject to linear constraints. We study a randomized block-coor…