Coupled smoothing and momentum yields optimal O(1/k) global convergence plus local linear convergence under a locally strong convexity condition for nonsmooth convex optimization.
An admm algorithm for solving ℓ1 regularized mpc
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Locally Linear Convergence for Nonsmooth Convex Optimization via Coupled Smoothing and Momentum
Coupled smoothing and momentum yields optimal O(1/k) global convergence plus local linear convergence under a locally strong convexity condition for nonsmooth convex optimization.