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A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems
A commonly used approach is the Multi-Stage (MS) convex relaxation (or DC programming), which relaxes the original non-convex problem to a sequence of convex problems.
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