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We propose two numerical algorithms in the fully nonconvex setting for the minimization of the sum of a smooth function and the composition of a nonsmooth function with a linear operator. The itera...

The Proximal Alternating Direction Method of Multipliers in the Nonconvex Setting: Convergence Analysis and Rates