35 citations · 71 across the 12 of their papers we have counts for
4 papers · 1 filter
Iteration-complexity of a Jacobi-type non-Euclidean ADMM for multi-block linearly constrained nonconvex programs
Jefferson G. Melo, Renato D. C. Monteiro
This paper establishes the iteration-complexity of a Jacobi-type non-Euclidean proximal alternating direction method of multipliers (ADMM) for solving multi-block linearly constrai…
Iteration-complexity analysis of a generalized alternating direction method of multipliers
V. A. Adona, M. L. N. Goncalves, J. G. Melo
This paper analyzes the iteration-complexity of a generalized alternating direction method of multipliers (G-ADMM) for solving linearly constrained convex problems. This ADMM varia…
Pointwise and ergodic convergence rates of a variable metric proximal ADMM
Max L. N. Goncalves, Jefferson G. Melo, M. Marques Alves
In this paper, we obtain global pointwise and ergodic convergence rates for a variable metric proximal alternating direction meth…
Convergence rate bounds for a proximal ADMM with over-relaxation stepsize parameter for solving nonconvex linearly constrained problems
Max L. N. Goncalves, Jefferson G. Melo, Renato D. C. Monteiro
This paper establishes convergence rate bounds for a variant of the proximal alternating direction method of multipliers (ADMM) for solving nonconvex linearly constrained optimizat…