339 citations · 2.5k across the 73 of their papers we have counts for
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math.OC2018★ 6 cited
A Proximal Alternating Direction Method of Multiplier for Linearly Constrained Nonconvex Minimization
Jiawei Zhang, Zhi-Quan Luo
Consider the minimization of a nonconvex differentiable function over a polyhedron. A popular primal-dual first-order method for this problem is to perform a gradient projection it…
math.OC2018★ 1 cited
A Linearly Convergent Doubly Stochastic Gauss-Seidel Algorithm for Solving Linear Equations and A Certain Class of Over-Parameterized Optimization Problems
Meisam Razaviyayn, Mingyi Hong, Navid Reyhanian +1
Consider the classical problem of solving a general linear system of equations . It is well known that the (successively over relaxed) Gauss-Seidel scheme and many of its var…