11 citations · 46 across the 15 of their papers we have counts for
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math.OC2014★ 8 cited
Iteration complexity analysis of dual first order methods for conic convex programming
Ion Necoara, Andrei Patrascu
In this paper we provide a detailed analysis of the iteration complexity of dual first order methods for solving conic convex problems. When it is difficult to project on the prima…
math.OC2014★ 4 cited
Iteration complexity analysis of random coordinate descent methods for regularized convex problems
Andrei Patrascu, Ion Necoara
In this paper we analyze a family of general random block coordinate descent methods for the minimization of regularized optimization problems, i.e. the objective function…