Convergence Rate of Block-Coordinate Maximization Burer-Monteiro Method for Solving Large SDPs

12 Jul 2018Murat A. ErdogduAsuman OzdaglarPablo A. ParriloNuri Denizcan Vanli

Semidefinite programming (SDP) with diagonal constraints arise in many optimization problems, such as Max-Cut, community detection and group synchronization. Although SDPs can be solved to arbitrary precision in polynomial time, generic convex solvers do not scale well with the dimension of the problem... (read more)

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