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Sparse Coding
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Solve a synthetic Basis Pursuit DeNoising (BPDN) problem with regularization parameter optimization (ADMM solver)
Solve a synthetic Basis Pursuit DeNoising (BPDN) problem (PGM solver)
Solve a synthetic Basis Pursuit DeNoising (BPDN) problem (ADMM and PGM solvers)
Solve a synthetic Basis Pursuit DeNoising (BPDN) problem with joint sparsity via an ℓ2,1 norm term, with regularization parameter optimization
Solve a synthetic least absolute shrinkage and selection operator (lasso) problem
Solve a synthetic problem involving minimisation of an ℓ1 norm with ℓ2 constraint
Remove Gaussian white noise from a greyscale image using sparse coding