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math.OC2013★ 438 cited
Optimal parameter selection for the alternating direction method of multipliers (ADMM): quadratic problems
Euhanna Ghadimi, André Teixeira, Iman Shames +1
The alternating direction method of multipliers (ADMM) has emerged as a powerful technique for large-scale structured optimization. Despite many recent results on the convergence p…
math.OC2013★ 17 cited
Optimal scaling of the ADMM algorithm for distributed quadratic programming
André Teixeira, Euhanna Ghadimi, Iman Shames +2
This paper presents optimal scaling of the alternating directions method of multipliers (ADMM) algorithm for a class of distributed quadratic programming problems. The scaling corr…