368 citations · 1.4k across the 51 of their papers we have counts for
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math.OC2015★ 4 cited
ADMM for the SDP relaxation of the QAP
Danilo Elias Oliveira, Henry Wolkowicz, Yangyang Xu
The semidefinite programming (SDP) relaxation has proven to be extremely strong for many hard discrete optimization problems. This is in particular true for the quadratic assignmen…
math.OC2015★ 269 cited
ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates
Zhimin Peng, Yangyang Xu, Ming Yan +1
Finding a fixed point to a nonexpansive operator, i.e., , abstracts many problems in numerical linear algebra, optimization, and other areas of scientific computing. To s…