Fast and Provable ADMM for Learning with Generative Priors

Fabian Latorre Gómez, Armin Eftekhari, Volkan Cevher

In this work, we propose a (linearized) Alternating Direction Method-of-Multipliers (ADMM) algorithm for minimizing a convex function subject to a nonconvex constraint. We focus on…