ADMM Algorithm for Solving L1 Regularization, Basis Pursuit (BP), and Basis Pursuit Denoising (BPDN) Problems

An Alternating Direction Method of Multipliers (ADMM) approach for solving L1 regularization, Basis Pursuit (BP), and Basis Pursuit Denoising (BPDN) optimization problems with implementation insights