Standard problems:
- Basis pursuit denoising
- Dantzig selector
- l1-regularized least squares
- LASSO
- Non-negative least squares
- Square-root LASSO
- Zero-constrained least squares
Optimization algorithms:
- Proximal gradient
- Accelerated proximal gradient
- Alternating direction method of multipliers (ADMM)
- Linearized ADMM
- Primal-dual hybrid gradient (PDHG)